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Your submission has been received!</div></div><div class="w-form-fail"><div>Oops! Something went wrong while submitting the form.</div></div></div></div><div class="collection-list-wrapper w-dyn-list"><div fs-cmsfilter-showquery="true" fs-cmsfilter-element="list" role="list" class="collection-list w-dyn-items"><div data-w-id="a2c00107-3b7d-2358-94e1-d162490625ff" role="listitem" class="collection-item featured-main w-dyn-item"><a href="http://www.mendel.ai/post/faithfulness-hallucination-detection" target="_blank" class="blogpost-link featured w-inline-block"><div class="ratio-box cover featuredblogpost fixed-padding"><div class="new-sticker-div"><div class="text-block-81">NEW</div></div><img height="" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail.png" sizes="(max-width: 479px) 90vw, (max-width: 767px) 85vw, (max-width: 991px) 57vw, 59vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail-p-1600.png 1600w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail-p-2000.png 2000w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d18c5521c75eeeeddba3_mendel_faithfullness_paper_tumbnail.png 2400w" class="blogpostthumbnail new"/></div><div class="featured-blogpost-description"><p fs-cmsfilter-field="category" class="category-blogpost">Research paper</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Faithfulness Hallucination Detection in Healthcare AI: Ensuring Reliable Medical Summaries</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Faithfulness Hallucination Detection in Healthcare AI: Ensuring Reliable Medical Summaries</h1><p fs-cmsfilter-field="short" class="blogpost-snippet featured w-dyn-bind-empty"></p></div></a><div fs-cmsfilter-field="body" class="post-body w-richtext"><h1>Faithfulness Hallucination Detection in Healthcare AI: Ensuring Reliable Medical Summaries</h1><p>As artificial intelligence (AI) continues to make inroads in healthcare, ensuring the reliability and accuracy of AI-generated content becomes crucial. A new study introduces a framework for detecting "faithfulness hallucinations" in medical record summaries produced by large language models (LLMs) like GPT-4 and Llama-3.</p><p>Faithfulness hallucinations occur when AI-generated summaries contain information that contradicts or is not present in the original medical records. In a clinical setting, such inaccuracies could lead to misdiagnoses and inappropriate treatments, posing significant risks to patient care.</p><p><strong>Key Findings:</strong></p><ol role="list"><li>The researchers developed a classification system for hallucinations, including 5 types of medical event inconsistencies, chronological inconsistencies, and incorrect reasoning.</li><li>A web-based annotation tool was created to help clinicians identify and categorize hallucinations in AI-generated summaries.</li><li>In a pilot study of 100 summaries, both GPT-4 and Llama-3 exhibited various types of hallucinations, with "specific to general" errors being more common than outright incorrect information.</li><li>GPT-4 tended to produce longer summaries with more instances of incorrect reasoning compared to Llama-3.</li><li>Two automated approaches for hallucination detection were explored: an extraction-based system and an LLM-based system. While showing promise, both methods revealed limitations that require further refinement.</li></ol><p>The study highlights the critical need for robust hallucination detection methods in healthcare AI applications. By addressing these challenges, researchers aim to enhance the reliability of AI-generated medical summaries, ultimately improving clinical workflows and patient care.</p><p>As AI continues to evolve in the healthcare sector, ensuring the faithfulness and accuracy of AI-generated content remains a top priority. This research provides a foundation for developing more trustworthy AI systems that can truly augment and support medical professionals in their daily practice.</p><p>Download <a href="https://openreview.net/pdf?id=6eMIzKFOpJ">full paper</a></p><p>‍</p></div></div></div></div><div class="collection-list-wrapper w-dyn-list"><div fs-cmsfilter-element="list" role="list" class="collection-list w-dyn-items w-row"><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/revolutionizing-patient-cohort-identification" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail-p-1600.png 1600w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail-p-2000.png 2000w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6712d6d4d3b2768729429fb8_mendel_acr_paper_tumbnail.png 2400w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Research Paper</p><p fs-cmsfilter-field="Category" class="paragraph-25">Research</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Revolutionizing Patient Cohort Identification with AI – Insights from Mendel’s ACR Benchmark</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Revolutionizing Patient Cohort Identification with AI – Insights from Mendel’s ACR Benchmark</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Introducing ACR: A New Benchmark for Patient Cohort Retrieval This study introduces Automatic Cohort Retrieval (ACR), a novel task for efficiently identifying patient groups from large-scale medical data. Comparing AI-powered approaches, including large language models and neuro-symbolic systems, the research reveals promising advancements in automating cohort selection for clinical trials and studies. The findings highlight the potential of AI to revolutionize healthcare data analysis, while emphasizing the need for continued improvements in accuracy, efficiency, and reliability.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/revolutionizing-patient-cohort-identification" target="_blank" class="link hidden-mobile">Download Now</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/introduction-to-hypercubes-ontology-and-reasoning-engine" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2-p-1600.png 1600w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2-p-2000.png 2000w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/67114a63686f93c955c8f15a_Mendel_Blogpost_Whitepaper_Reasoning_Thumbnail_v2.png 2400w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">12 October, 2024</p><p fs-cmsfilter-field="Category" class="paragraph-25">Whitepaper</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Introduction to Hypercube’s Ontology and Reasoning Engine</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Introduction to Hypercube’s Ontology and Reasoning Engine</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Large Language Models (LLMs) hold the potential to transform healthcare by generating clinical insights and supporting decision-making. However, LLMs face challenges such as hallucinations, lack of explainability, and limited reasoning capabilities, which restrict their effectiveness in clinical settings. Mendel's Hypercube platform addresses these limitations by integrating LLMs with structured clinical ontologies, enhancing both inference and decision-making. Unlike standard ontologies focused mainly on documentation, Mendel’s generative ontology prioritizes scalable reasoning through reductionism and emergentism, enabling more accurate clinical reasoning and streamlined data integration.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/introduction-to-hypercubes-ontology-and-reasoning-engine" target="_blank" class="link hidden-mobile">Read More</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="https://www.mendel.ai/post/mendel-outperforming-gpt-4" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover-p-1600.png 1600w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover-p-2000.png 2000w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66905f622f0dec5b7443e189_Blog_Cover.png 2400w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Updates</p><p fs-cmsfilter-field="Category" class="paragraph-25">Research</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Mendel Unveils Groundbreaking Neuro-Symbolic AI System Outperforming GPT-4 for Automatic Cohort Retreival in New Study</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Mendel Unveils Groundbreaking Neuro-Symbolic AI System Outperforming GPT-4 for Automatic Cohort Retreival in New Study</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">“Our latest research at Mendel marks a significant milestone in the field of AI in general, and healthcare in particular,” said Wael Salloum, Cofounder and Chief Science Officer at Mendel. “We are the leader in clinical reasoning by coupling LLMs with our hypergraph reasoning, enhancing both the effectiveness and efficiency of patient cohort retrieval.</p></div></a><div class="div-block-16 hidden-mobile"><a href="https://www.mendel.ai/post/mendel-outperforming-gpt-4" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/improving-clinical-trial-participant-prescreening-with-artificial-intelligence-ai-a-comparison-of-the-results-of-ai-assisted-vs-standard-methods-in-3-oncology-trials" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6674792252f612d38be7355f_Blog-1-1.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6674792252f612d38be7355f_Blog-1-1-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6674792252f612d38be7355f_Blog-1-1-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6674792252f612d38be7355f_Blog-1-1-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/6674792252f612d38be7355f_Blog-1-1.png 1200w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Updates</p><p fs-cmsfilter-field="Category" class="paragraph-25">Research</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Improving Clinical Trial Participant Prescreening With Artificial Intelligence (AI): A Comparison of the Results of AI Assisted vs Standard Methods in 3 Oncology Trials</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Improving Clinical Trial Participant Prescreening With Artificial Intelligence (AI): A Comparison of the Results of AI Assisted vs Standard Methods in 3 Oncology Trials</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Delays in clinical trial enrollment and difficulties enrolling representative samples continue to vex sponsors, sites, and patient populations. Here we investigated use of an artificial intelligence-powered technology, Mendel.ai, as a means of overcoming bottlenecks and potential biases associated with standard patient prescreening processes in an oncology setting.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/improving-clinical-trial-participant-prescreening-with-artificial-intelligence-ai-a-comparison-of-the-results-of-ai-assisted-vs-standard-methods-in-3-oncology-trials" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/coupling-symbolic-reasoning-with-language-modeling-for-efficient-longitudinal-understanding-of-unstructured-electronic-medical-records" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66747932ae4e2146a9fa239f_Blog-2-1.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66747932ae4e2146a9fa239f_Blog-2-1-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66747932ae4e2146a9fa239f_Blog-2-1-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66747932ae4e2146a9fa239f_Blog-2-1-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66747932ae4e2146a9fa239f_Blog-2-1.png 1200w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Updates</p><p fs-cmsfilter-field="Category" class="paragraph-25">Research</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">The application of Artificial Intelligence (AI) in healthcare has been revolutionary, especially with the recent advancements in transformer-based Large Language Models (LLMs). However, the task of understanding unstructured electronic medical records remains a challenge given the nature of the records (e.g., disorganization, inconsistency, and redundancy) and the inability of LLMs to derive reasoning paradigms that allow for comprehensive understanding of medical variables. In this work, we examine the power of coupling symbolic reasoning with language modeling toward improved understanding of unstructured clinical texts. We show that such a combination improves the extraction of several medical variables from unstructured records. In addition, we show that the state-of-the-art commercially-free LLMs enjoy retrieval capabilities comparable to those provided by their commercial counterparts. Finally, we elaborate on the need for LLM steering through the application of symbolic reasoning as the exclusive use of LLMs results in the lowest performance.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/coupling-symbolic-reasoning-with-language-modeling-for-efficient-longitudinal-understanding-of-unstructured-electronic-medical-records" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/how-a-diagnostic-company-was-able-to-build-a-clinico-genomic-database-in-a-week" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a84_cover%2012.jpg" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a84_cover%252012-p-500.jpg 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a84_cover%252012-p-800.jpg 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a84_cover%2012.jpg 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Case study</p><p fs-cmsfilter-field="Category" class="paragraph-25">Case Study</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">How a diagnostic company was able to build a clinico-genomic database in a week</h1><h1 class="blogpost-snippet-heading w-condition-invisible">How a diagnostic company was able to build a clinico-genomic database in a week</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">The customer, a key player in the genomics space, had a strategic initiative to build a clinic genomic database to support their life sciences customers.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/how-a-diagnostic-company-was-able-to-build-a-clinico-genomic-database-in-a-week" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/how-one-organization-changed-the-way-patients-are-identified-for-clinical-trials-with-ai" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a82_cover%2011.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a82_cover%252011-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a82_cover%252011-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a82_cover%2011.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Case study</p><p fs-cmsfilter-field="Category" class="paragraph-25">Case Study</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">How One Organization Changed The Way Patients are Identified for Clinical Trials with AI</h1><h1 class="blogpost-snippet-heading w-condition-invisible">How One Organization Changed The Way Patients are Identified for Clinical Trials with AI</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">One clinical trial organization was using manual chart review and was looking to reduce the time it takes to find eligible patients.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/how-one-organization-changed-the-way-patients-are-identified-for-clinical-trials-with-ai" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/how-to-approach-de-identification" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7d_cover%2010.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7d_cover%252010-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7d_cover%252010-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7d_cover%2010.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">From the AI Team</p><p fs-cmsfilter-field="Category" class="paragraph-25">From the AI Team</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">How to Approach De-Identification</h1><h1 class="blogpost-snippet-heading w-condition-invisible">How to Approach De-Identification</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Organizations that use patient data for internal or external research need to take steps to prevent the exposure of PHI to those who are not authorized to view it. They do this by redacting specific categories of identifiers from every patient document. Once the identifiers are masked, the risk profile of these datasets is significantly reduced. But how do you ensure that redaction engines are working to the highest accuracy?</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/how-to-approach-de-identification" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/retreat" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7c_cover%2010%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7c_cover%252010%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a7c_cover%2010%402x.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Team Retreat</p><p fs-cmsfilter-field="Category" class="paragraph-25 w-dyn-bind-empty"></p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Mendel Retreat: Adventures and Team Building in Cairo</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Mendel Retreat: Adventures and Team Building in Cairo</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">The Mendel team is still buzzing from our week-long retreat in Cairo. The theme of the retreat was “coming together” and it was the first time the American and other remote employees were united with their Egyptian counterparts. Although there were many adventures–missing flights, seeing the pyramids, haggling at Khan el-Khalili–the highlight of the trip was collaborating together, as one global organization. </p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/retreat" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/ai-for-healthcare-needs-clinical-reasoning-skills" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a63_cover%207.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a63_cover%25207-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a63_cover%25207-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a63_cover%207.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Competence via comprehension</p><p fs-cmsfilter-field="Category" class="paragraph-25">Whitepaper</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">AI for healthcare needs clinical reasoning skills</h1><h1 class="blogpost-snippet-heading w-condition-invisible">AI for healthcare needs clinical reasoning skills</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Artificial intelligence (AI) is playing an increasingly important role in the healthcare industry. But to fully leverage the potential of AI, it must be equipped with clinical reasoning skills - the ability to truly comprehend clinical data, or in other words, to read it as a doctor would. When it comes to data processing tools, only a tool capable of clinical reasoning can effectively process unstructured clinical data. </p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/ai-for-healthcare-needs-clinical-reasoning-skills" target="_blank" class="link hidden-mobile">Download Whitepaper</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/large-language-models" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5f_cover%206.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5f_cover%25206-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5f_cover%25206-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5f_cover%206.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Webinar</p><p fs-cmsfilter-field="Category" class="paragraph-25">Webinar</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Large Language Models</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Large Language Models</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Sailu Challapalli, our Chief Product Officer, spoke at a recent Harvard Business School Healthcare panel. The event brought together different healthcare and AI experts to discuss large language models and their impact.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/large-language-models" target="_blank" class="link hidden-mobile">Watch</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/abstractor-spotlight-shanna-wells" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5c_cover%205.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5c_cover%25205-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5c_cover%25205-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a5c_cover%205.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Abstractor Spotlight</p><p fs-cmsfilter-field="Category" class="paragraph-25">Spotlight</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Shanna Wells, Clinical Abstractor</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Shanna Wells, Clinical Abstractor</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Manually abstracting patient data at scale is an herculean task for humans alone. It is slow, expensive, difficult, and requires extreme precision and accuracy. Organizations have to choose between breadth and depth when it comes to making data useful for decision making. Because of these challenges, the Mendel team created Carbon. Carbon is an easy to use workspace that allows clinical abstraction teams to efficiently curate high quality clinical datasets at scale. The foundation of Carbon is Mendel’s AI. Carbon pulls directly from Mendel’s AI platform to give abstractors a headstart in identifying relevant data elements within a patient’s chart. </p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/abstractor-spotlight-shanna-wells" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/creating-accurate-regulatory-and-reference-data" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a13_cover%204.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a13_cover%25204-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a13_cover%25204-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a13_cover%204.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Gold evaluation</p><p fs-cmsfilter-field="Category" class="paragraph-25">Evaluation</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Creating Accurate Regulatory and Reference Data</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Creating Accurate Regulatory and Reference Data</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Within the real world evidence space, the generally accepted process for creating a regulatory grade data set is to have two human abstractors work with the same set of documents and bring in a third reviewer to adjudicate the differences. These datasets also serve a second purpose - as a reference standard against which the performance of human abstractors can be measured. Although this remains the industry standard, it is expensive, time consuming and difficult to scale.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/creating-accurate-regulatory-and-reference-data" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/how-to-approach-document-categorization" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a57_cover%203.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a57_cover%25203-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a57_cover%25203-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a57_cover%203.png 980w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">From the AI Team</p><p fs-cmsfilter-field="Category" class="paragraph-25">From the AI Team</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">How to Approach Document Categorization</h1><h1 class="blogpost-snippet-heading w-condition-invisible">How to Approach Document Categorization</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">AI projects have created tangible results for a wide range of industries. Despite the innovation, it is important to remember that AI is not a magic wand that will solve every problem in every industry with a single wave. </p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/how-to-approach-document-categorization" target="_blank" class="link hidden-mobile">Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/reading-clinical-data-like-a-doctor-whats-missing-from-diy-systems" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a09_Blogpost%20Cover%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a09_Blogpost%2520Cover%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a09_Blogpost%2520Cover%25402x-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a09_Blogpost%20Cover%402x.png 819w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Whitepaper</p><p fs-cmsfilter-field="Category" class="paragraph-25">Whitepaper</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Reading Clinical Data Like a Doctor: What’s Missing from DIY Systems</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Reading Clinical Data Like a Doctor: What’s Missing from DIY Systems</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Before embarking on any new endeavor or enterprise, certain questions come to mind: How are we going to handle this? Does our team have the expertise, bandwidth, resources, and time to handle this undertaking on our own? When it comes to finding a scalable way to structure your unstructured healthcare data, the answers to these questions will impact when/whether you deliver a top-tier product for your clients.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/reading-clinical-data-like-a-doctor-whats-missing-from-diy-systems" target="_blank" class="link hidden-mobile">Download Whitepaper</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/webinar-what-is-the-gold-standard-exploring-the-challenges-of-structuring-unstructured-data-in-healthcare" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a981b_webinar%20cover1.png" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Webinar</p><p fs-cmsfilter-field="Category" class="paragraph-25">Webinar</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">What is the Gold Standard? Exploring the challenges of structuring unstructured data in healthcare</h1><h1 class="blogpost-snippet-heading w-condition-invisible">What is the Gold Standard? Exploring the challenges of structuring unstructured data in healthcare</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Human abstraction has long been considered the gold standard for extracting high quality information from EHR data. With the rise of NLP and machine learning, how should we evaluate these new technologies and are human abstractors still the correct comparison?</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/webinar-what-is-the-gold-standard-exploring-the-challenges-of-structuring-unstructured-data-in-healthcare" target="_blank" class="link hidden-mobile">Register to watch the replay</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast011" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ef_website%20Episode%20Cover%2011.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ef_website%2520Episode%2520Cover%252011-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ef_website%2520Episode%2520Cover%252011-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ef_website%2520Episode%2520Cover%252011-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ef_website%20Episode%20Cover%2011.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 40 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Leslie Lamport, 2013 Turing Award Winner on Patientless Podcast #011</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Leslie Lamport, 2013 Turing Award Winner on Patientless Podcast #011</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Leslie Lamport is known for his fundamental contributions to the theory and practice of distributed and concurrent systems, notably the invention of concepts such as causality and logical clocks, safety and liveness, replicated state machines, and sequential consistency. Full Youtube video: https://youtu.be/rNQFPz2KSzQ</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast011" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast010" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a08_Podcast%20Episode%20Cover%2010.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a08_Podcast%2520Episode%2520Cover%252010-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a08_Podcast%2520Episode%2520Cover%252010-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a08_Podcast%2520Episode%2520Cover%252010-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9a08_Podcast%20Episode%20Cover%2010.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 60 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Eze Abosi, VP of New Products at Optum Life Sciences on Patientless Podcast #010</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Eze Abosi, VP of New Products at Optum Life Sciences on Patientless Podcast #010</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Eze Abosi is VP of New Products at Optum Life Sciences. Eze and Karim Galil, M.D. covered topics such as career background and the healthcare technical ecosystem. They also talked about creative solutions that entrepreneurs and companies are creating with access to data. The conversation also touched on unstructured data, the webinar with Guardant Health, clinical genomics, and NLP. Watch the full Youtube video here: https://youtu.be/95Kv64SyE0M</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast010" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast009" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ed_Episode%20Cover%209.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ed_Episode%2520Cover%25209-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ed_Episode%2520Cover%25209-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ed_Episode%2520Cover%25209-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99ed_Episode%20Cover%209.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 45 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Daniel Ciocîrlan, Software Engineer, Founder, and Instructor at Rock the JVM on Patientless Podcast #009</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Daniel Ciocîrlan, Software Engineer, Founder, and Instructor at Rock the JVM on Patientless Podcast #009</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Daniel Ciocîrlan is a Software Engineer, founder, and instructor at Rock the JVM. Watch the full Youtube video here: https://youtu.be/PUMCzgK02p8</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast009" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast008" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f4_Episode%20Cover%208.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f4_Episode%2520Cover%25208-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f4_Episode%2520Cover%25208-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f4_Episode%2520Cover%25208-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f4_Episode%20Cover%208.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 30 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Hylton Kalvaria, Chief Commercial Officer on Patientless Podcast #008</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Hylton Kalvaria, Chief Commercial Officer on Patientless Podcast #008</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Hylton Kalvaria is the Chief Commercial Officer at Mendel.ai, bringing our technology to healthcare businesses.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast008" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast007" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f3_Episode%20Cover%207.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f3_Episode%2520Cover%25207-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f3_Episode%2520Cover%25207-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f3_Episode%2520Cover%25207-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f3_Episode%20Cover%207.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 26 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">John Lee, Partner at JAZZ Venture Partners on Patientless Podcast #007</h1><h1 class="blogpost-snippet-heading w-condition-invisible">John Lee, Partner at JAZZ Venture Partners on Patientless Podcast #007</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">John is an experienced early-stage investor, focusing on companies across frontier technology, enterprise software, robotics, healthcare, and artificial intelligence. He gravitates towards startups that are using science and technology to break down barriers to productivity growth and enable a better future for the largest number of people.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast007" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast006" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99bf_Episode%20Cover%206.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99bf_Episode%2520Cover%25206-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99bf_Episode%2520Cover%25206-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99bf_Episode%2520Cover%25206-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99bf_Episode%20Cover%206.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 33 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Jason LaBonte, Chief Strategy Officer at Datavant on Patientless Podcast #006</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Jason LaBonte, Chief Strategy Officer at Datavant on Patientless Podcast #006</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Jason LaBonte is an executive with over 15 years of experience in leading healthcare information companies. Accomplished manager at all levels, including analyst and production staff, product management and product development teams, and executive teams.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast006" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast005" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99d9_Episode%20Cover%205.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99d9_Episode%2520Cover%25205-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99d9_Episode%2520Cover%25205-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99d9_Episode%20Cover%205.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 23 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Mark H Goldstein, UCSF Health Hub Chairman on Patientless Podcast #005</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Mark H Goldstein, UCSF Health Hub Chairman on Patientless Podcast #005</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Mark Goldstein is a full-time investor and advisor, he runs a lit' seed fund and he is a partner at a Series A venture fund. He is also a Founder of UCSF Health Hub, UCSF's growth studio.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast005" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast004" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c2_Episode%20Cover%204%20FlatIron.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c2_Episode%2520Cover%25204%2520FlatIron-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c2_Episode%2520Cover%25204%2520FlatIron-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c2_Episode%2520Cover%25204%2520FlatIron-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c2_Episode%20Cover%204%20FlatIron.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 32 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Melisa Tucker, VP PM & Operations, Flatiron on Patientless Podcast #004</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Melisa Tucker, VP PM & Operations, Flatiron on Patientless Podcast #004</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Melisa Tucker, VP Product Management & Operations, Real World Evidence at Flatiron Health was our guest on Patientless Podcast.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast004" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast003" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99be_Episode%20Cover%204.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99be_Episode%2520Cover%25204-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99be_Episode%2520Cover%25204-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99be_Episode%2520Cover%25204-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99be_Episode%20Cover%204.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 27 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Richard Gliklich, CEO of OM1 on Patientless Podcast #003</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Richard Gliklich, CEO of OM1 on Patientless Podcast #003</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Today's guest is Dr. Richard Gliklich, he's the founder and CEO of OM1, but he's also a physician. He's a professor of Otolaryngology at Harvard medical school, and before starting OM1 he also founded a company called Outcome at around 1998. That was eventually sold to what is now known as IQVIA, and built the phase four or the outcome piece of the business. He has led several key national and international efforts focused on evaluating the safety and effectiveness and value and quality of healthcare. So we're very honored to have him today on our podcast. Richard, thank you so much and welcome to the Patientless podcast.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast003" target="_blank" class="link hidden-mobile">Listen and read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast002" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99db_Episode%20Cover%202.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99db_Episode%2520Cover%25202-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99db_Episode%2520Cover%25202-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99db_Episode%2520Cover%25202-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99db_Episode%20Cover%202.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 40 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Jacob LaPorte, Novartis on Patientless Podcast #002</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Jacob LaPorte, Novartis on Patientless Podcast #002</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Our guest is Jacob LaPorte, Co-Founder & Global Head of The BIOME by Novartis | Co-Founder/Advisor of digital health start-ups.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast002" target="_blank" class="link hidden-mobile">LISTEN AND READ</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/podcast001" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c1_Episode%20Cover%201.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c1_Episode%2520Cover%25201-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c1_Episode%2520Cover%25201-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c1_Episode%2520Cover%25201-p-1080.png 1080w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c1_Episode%20Cover%201.png 1473w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST — 44 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Brent Clough, CEO of Trio Health on Patientless Podcast #001</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Brent Clough, CEO of Trio Health on Patientless Podcast #001</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Welcome to the first episode of Mendel's Patientless Podcast. Our first guest is Brent Clough, CEO of Trio Health. Brent started his career in the financial sector. He was a VP at Goldman Sachs; founded a very interesting company in healthcare: IntrinsiQ, which pretty much build the largest longitudinal patient database at the time and was later acquired. Brent is now a co-founder of Trio.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/podcast001" target="_blank" class="link hidden-mobile">LISTEN AND READ</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://www.mendel.ai/post/ucsf-interview" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c5_Karim%20Interview%202%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c5_Karim%2520Interview%25202%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99c5_Karim%20Interview%202%402x.png 720w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">VIDEO — 8 minutes</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Mendel on Hospital-to-Home by UCSF Health Hub</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Mendel on Hospital-to-Home by UCSF Health Hub</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Mendel's CEO Karim Galil was a guest in Hospital-to-Home by UCSF Health Hub. Karim presented how Mendel transforms EMR data and clinical literature.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://www.mendel.ai/post/ucsf-interview" target="_blank" class="link hidden-mobile">See Video and Read</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="https://youtu.be/m92HzoUTIYo" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f0_Karim%20Interview%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f0_Karim%2520Interview%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a99f0_Karim%20Interview%402x.png 720w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Interview — 25 min</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Applied AI and Race to  a COVID-19 Vaccine</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Applied AI and Race to  a COVID-19 Vaccine</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Mendel's CEO Karim Galil was a guest in Bootstrap Lab's Applied AI Insiders Series. Karim talked about race to a COVID-19 Vaccine using AI.</p></div></a><div class="div-block-16 hidden-mobile"><a href="https://youtu.be/m92HzoUTIYo" target="_blank" class="link hidden-mobile">See Video</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="http://mendel.webflow.io/post/fight-covid" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9874_blogpost2%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9874_blogpost2%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9874_blogpost2%402x.png 720w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">UPDATES & NEWS — 2 MIN READ</p><p fs-cmsfilter-field="Category" class="paragraph-25">Evaluation</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Mendel releases COVID-19 AI search engine </h1><h1 class="blogpost-snippet-heading w-condition-invisible">Mendel releases COVID-19 AI search engine </h1><p fs-cmsfilter-field="short" class="blogpost-snippet">We’re now excited to announce our new COVID-19 AI search engine which is available to the public here. Mendel ingested and absorbed more than 50,000 scholarly articles, released by the White House, related to Coronaviruses and COVID-19. Researchers, epidemiologists, and clinicians can use this tool to ask questions about COVID-19 and glean relevant answers in seconds — a process that can take a human numerous hours, days, or even weeks to conduct.</p></div></a><div class="div-block-16 hidden-mobile"><a href="http://mendel.webflow.io/post/fight-covid" target="_blank" class="link hidden-mobile">READ BLOGPOST</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="https://www.businesswire.com/news/home/20200407005260/en/Mendel-Launches-AI-powered-Search-Engine-Analyze-50000" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9961_blogpost%20BW%402x.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9961_blogpost%2520BW%25402x-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a9961_blogpost%20BW%402x.png 720w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">Press Release</p><p fs-cmsfilter-field="Category" class="paragraph-25 w-dyn-bind-empty"></p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">Business Wire: Mendel Launches AI-powered Search Engine to Analyze More Than 50,000 Coronavirus Papers</h1><h1 class="blogpost-snippet-heading w-condition-invisible">Business Wire: Mendel Launches AI-powered Search Engine to Analyze More Than 50,000 Coronavirus Papers</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Researcher using Mendel’s COVID-19 search engine found evidence that hypertension drug Diltiazem may halt virus replication.</p></div></a><div class="div-block-16 hidden-mobile"><a href="https://www.businesswire.com/news/home/20200407005260/en/Mendel-Launches-AI-powered-Search-Engine-Analyze-50000" target="_blank" class="link hidden-mobile">READ</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div><div data-w-id="1904083b-4013-d694-4ba2-b7b23b23417d" role="listitem" class="collection-item blogposts w-dyn-item w-col w-col-4"><a href="https://www.youtube.com/watch?v=W6_hcTGtKaQ" target="_blank" class="blogpost-link w-inline-block"><div class="div-block-21"><div class="ratio-box cover"><img height="" style="-webkit-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" alt="" src="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a98d4_Janak-Podcast-Covers-long-proportion.png" sizes="(max-width: 479px) 23vw, (max-width: 767px) 25vw, (max-width: 991px) 27vw, 28vw" srcset="https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a98d4_Janak-Podcast-Covers-long-proportion-p-500.png 500w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a98d4_Janak-Podcast-Covers-long-proportion-p-800.png 800w, https://cdn.prod.website-files.com/66227c77724bc87e682a96bd/66227c77724bc87e682a98d4_Janak-Podcast-Covers-long-proportion.png 900w" class="blogpostthumbnail blogpost-thumbnail"/></div><p fs-cmsfilter-field="category" class="category-blogpost">PODCAST – 1.30 H</p><p fs-cmsfilter-field="Category" class="paragraph-25">Podcast</p><h1 fs-cmsfilter-field="title" class="small-blogpost-snippet-heading">"Beyond the Data" Podcast 001 – Janak Joshi about Democratizing Medical Images</h1><h1 class="blogpost-snippet-heading w-condition-invisible">"Beyond the Data" Podcast 001 – Janak Joshi about Democratizing Medical Images</h1><p fs-cmsfilter-field="short" class="blogpost-snippet">Welcome to the first episode of Mendel's "Beyond the Data" podcast. Our first guest is Janak Joshi, Senior Vice President, Chief Technology Officer and Head of Strategy at LifeImage. Throughout his career, Janak Joshi has been at the cutting edge of science, health and technology. At Life Image, he is focused on building industry-leading products for researchers, engineers and clinicians within a global footprint. He is a three-time entrepreneur successfully raising capital, and building and selling companies with the mission of leaving a legacy to prove that our generation did indeed fix healthcare in the U.S. Janak currently serves a Board Member of Bentley Venture Capital Funds one of the judges for MassChallenge and is an advisor to early stage start-ups in the bio-pharmaceutical and healthcare IT space. He continues to serve with pride in the U.S.A.F. Search & Rescue Squadron 1001st-PA as a 1st Lt. Podcast is hosted by Karim Galil, CEO of Mendel.</p></div></a><div class="div-block-16 hidden-mobile"><a href="https://www.youtube.com/watch?v=W6_hcTGtKaQ" target="_blank" class="link hidden-mobile">LISTEN TO PODCAST</a><div style="-webkit-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0px, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0)" class="text-block-84 blog-cta-arrow">→</div><div class="line-long"></div></div></div></div></div></div></section><section class="contact light"><div class="w-layout-blockcontainer container-centered w-container"><h2 class="heading-56 light">Get started with the<br/>Mendel platform today</h2><div class="home-page-section-button-wrapper"><a href="/try-the-playground" 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