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src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%202000%201000'%3E%3C/svg%3E" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="What Are Knowledge Graph Embeddings?" style="object-fit:cover;" decoding="async" fetchpriority="high" data-lazy-srcset="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png 2000w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-600x300.png 600w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1024x512.png 1024w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-768x384.png 768w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1536x768.png 1536w" data-lazy-sizes="(max-width: 2000px) 100vw, 2000px" data-lazy-src="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png" /><noscript><img width="2000" height="1000" src="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="What Are Knowledge Graph Embeddings?" style="object-fit:cover;" decoding="async" fetchpriority="high" srcset="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png 2000w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-600x300.png 600w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1024x512.png 1024w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-768x384.png 768w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1536x768.png 1536w" sizes="(max-width: 2000px) 100vw, 2000px" /></noscript></a></figure> <h2 class="wp-block-post-title"><a 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26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"/> </svg></span></span></a><div class="ast-mm-custom-content ast-mm-custom-text-content">Link diverse data, index it for semantic search and enrich it via text analysis to build big knowledge graphs</div><button class="ast-menu-toggle" aria-expanded="false"><span class="screen-reader-text">Menu Toggle</span><span class="ast-icon icon-arrow"><svg class="ast-arrow-svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" x="0px" y="0px" width="26px" height="16.043px" viewBox="57 35.171 26 16.043" enable-background="new 57 35.171 26 16.043" xml:space="preserve"> <path d="M57.5,38.193l12.5,12.5l12.5-12.5l-2.5-2.5l-10,10l-10-10L57.5,38.193z"/> </svg></span></button> <ul class='astra-nested-sub-menu sub-menu'"> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-57577"><a target="_blank" 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class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="What Are Knowledge Graph Embeddings?" style="object-fit:cover;" decoding="async" data-lazy-srcset="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png 2000w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-600x300.png 600w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1024x512.png 1024w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-768x384.png 768w, https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings-1536x768.png 1536w" data-lazy-sizes="(max-width: 2000px) 100vw, 2000px" data-lazy-src="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png" /><noscript><img width="2000" height="1000" src="https://www.ontotext.com/wp-content/uploads/2024/11/What-are-Knowledge-Graph-Embeddings.png" 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Provide tooling for expert curation and validation of automatically extracted information.</p> <div class="wp-block-buttons margin-t-0 margin-b-64 z-index-2 is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1 wp-block-buttons-is-layout-flex"> <div class="wp-block-button btn-icon btn-icon-calendar is-style-outline is-style-outline--1"><a class="wp-block-button__link wp-element-button" href="https://go.ontotext.com/cs/c/?cta_guid=588de840-982c-4555-b778-cef49f33a6a3&signature=AAH58kG2M76WNBxnsSoZO6pQ1SAwBpDBKg&portal_id=5619976&placement_guid=66ab56cd-32a1-4a31-8627-ea519241b669&click=ac85d9fa-115b-4437-a2f3-b9a246ac5a96&redirect_url=APefjpGVvnGaFjhuT-ER_WJG05ZYUU5yxgCQygV1Hm0HRBclm_gm56HEG9GRtYo-IRb2ctCP8IMSAt2M3q6C3CFVm9gt2t_uchAv7LVbaGnKLGZi4CzkX5W21Q6HQv0n1UNTmK1GNrpu&hsutk=26db260947909db8225f781ecff6c0e1&canon=https%3A%2F%2Fwww.ontotext.com%2Fsolutions%2Fmedical-claims-processing%2F&ts=1724839184120&__hstc=95638467.26db260947909db8225f781ecff6c0e1.1724839187046.1724839187046.1724839187046.1&__hssc=95638467.1.1724839187046&__hsfp=4143607224&contentType=standard-page">Book a discovery call</a></div> </div> </div> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> <figure class="wp-block-image alignright size-large is-resized z-index-2"><img decoding="async" width="620" height="384" src="https://www.ontotext.com/wp-content/uploads/2024/08/ontotext-solutions-healthcare-life-science-medical-claims-processing.svg" alt="Medical Claims Processing" class="wp-image-56978" style="width:979px;height:auto"/></figure> </div> </div> </div> </div> <div class="wp-block-columns alignfull padding-lr-0 mb-margin-tb-96 margin-tb-128 is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex" style="padding-top:0px;padding-bottom:0px"> <div class="wp-block-column content-max-width mb-margin-lr-16 is-layout-flow wp-block-column-is-layout-flow"> <h2 class="wp-block-heading has-text-align-center margin-b-48 mb-margin-b-32" id="h-how-you-ll-benefit">How you’ll benefit</h2> <div class="wp-block-columns mb-gap-16 grid-section-2 is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex"> <div class="wp-block-column white-bgr border-r-16 is-layout-flow wp-block-column-is-layout-flow"> <div class="icon-box icon-box-blue row-box"> <div class="icon icon-small"> <img fetchpriority="high" width="48" height="48" decoding="async" src="/wp-content/uploads/2024/08/Data-validation.svg" alt="Automatically collect and keep up-to-date Icon" /> </div> <div class="icon-box-content"> <p class="p-18"><strong>Automatically collect and keep up-to-date</strong> referential medical guidelines and treatment procedures from trusted medical information sources.</p> </div> </div> </div> <div class="wp-block-column white-bgr border-r-16 is-layout-flow wp-block-column-is-layout-flow"> <div class="icon-box icon-box-blue row-box"> <div class="icon icon-small"> <img width="48" height="48" decoding="async" src="/wp-content/uploads/2024/08/Health-insurance.svg" alt="Formalize the information Icon" /> </div> <div class="icon-box-content"> <p class="p-18"><strong>Formalize the information</strong> in medical guidelines and treatment procedures into any preferred terminology.</p> </div> </div> </div> <div class="wp-block-column white-bgr border-r-16 is-layout-flow wp-block-column-is-layout-flow"> <div class="icon-box icon-box-blue row-box"> <div class="icon icon-small"> <img width="48" height="48" decoding="async" src="/wp-content/uploads/2024/08/Automate-your-claim-processing.svg" alt="Define efficient medical consistency rules Icon" /> </div> <div class="icon-box-content"> <p class="p-18"><strong>Define efficient medical consistency rules</strong> that support the automatic claim review process.</p> </div> </div> </div> <div class="wp-block-column white-bgr border-r-16 is-layout-flow wp-block-column-is-layout-flow"> <div class="icon-box icon-box-blue row-box"> <div class="icon icon-small"> <img width="48" height="48" decoding="async" src="/wp-content/uploads/2024/08/Text-Mining-and-Text-Analytics.svg" alt="Provide tooling for expert curation and validation Icon" /> </div> <div class="icon-box-content"> <p class="p-18"><strong>Provide tooling for expert curation and validation</strong> of automatically extracted information.</p> </div> </div> </div> </div> </div> </div> <div class="wp-block-columns alignfull padding-lr-0 margin-tb-128 mb-margin-tb-64 is-layout-flex wp-container-core-columns-is-layout-8 wp-block-columns-is-layout-flex" style="padding-top:0px;padding-bottom:0px"> <div class="wp-block-column content-max-width mb-margin-lr-16 is-layout-flow wp-block-column-is-layout-flow"> <h2 class="wp-block-heading has-text-align-center" id="h-how-it-works">How it works</h2> <div class="wp-block-columns flex-2 mb-align-items-stretch mb-col-reverse border-r-24 gap-0 light-green-bgr margin-tb-64 mb-margin-tb-48 is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex"> <div class="wp-block-column dark-green-bgr padding-20 border-r-tl-24 mb-border-r-bl-16 is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <figure class="wp-block-image aligncenter size-full is-resized mb-height-auto"><img width="690" height="514" decoding="async" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20690%20514'%3E%3C/svg%3E" alt="" class="wp-image-34579" style="object-fit:contain;width:528px;height:390px" data-lazy-src="https://www.ontotext.com/wp-content/uploads/2019/11/Take-advantage-of-trusted-medical-sources_01.svg"/><noscript><img width="690" height="514" decoding="async" src="https://www.ontotext.com/wp-content/uploads/2019/11/Take-advantage-of-trusted-medical-sources_01.svg" alt="" class="wp-image-34579" style="object-fit:contain;width:528px;height:390px"/></noscript></figure> </div> <div class="wp-block-column border-r-rb-24 mb-border-r-tr-16 mb-padding-32 padding-48 light-green-bgr is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <h3 class="wp-block-heading margin-b-16" id="h-take-advantage-of-trusted-medical-sources">Take advantage of trusted medical sources</h3> <ul class="wp-block-list"> <li class="p-18">Support for major regulatory approved data sources for prescription drugs and medical treatment information – HCPCS, NCD, LCD, NLM NIH DailyMed and CPT</li> <li class="p-18">Easily add new sources and map them to the currently supported data.</li> </ul> </div> </div> <div class="wp-block-columns flex-2 mb-align-items-stretch border-r-24 gap-0 light-green-bgr margin-tb-64 mb-margin-tb-48 is-layout-flex wp-container-core-columns-is-layout-6 wp-block-columns-is-layout-flex"> <div class="wp-block-column mb-padding-32 padding-48 light-green-bgr border-r-tl-24 mb-border-r-tr-16 is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <h3 class="wp-block-heading margin-b-16" id="h-automatically-pre-process-and-extract-highly-accurate-structured-information-about">Automatically pre-process and extract highly accurate structured information about:</h3> <ul class="wp-block-list"> <li class="p-18">Prescription drugs (including administration routes and package forms).</li> <li class="p-18">Indications (described with both medical codes and narratives).</li> <li class="p-18">Recommended treatment (administration amount and form, up-take regime, treatment duration, population group in scope, co-treatment drug).</li> </ul> </div> <div class="wp-block-column dark-green-bgr padding-20 border-r-rb-24 mb-border-r-bl-16 is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <figure class="wp-block-image aligncenter size-full is-resized mb-height-auto"><img width="690" height="350" decoding="async" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20690%20350'%3E%3C/svg%3E" alt="" class="wp-image-34583" style="object-fit:contain;width:528px;height:390px" data-lazy-src="https://www.ontotext.com/wp-content/uploads/2019/11/Automatically-pre-process-and-extract-highly-accurate-structured-information-about_01.svg"/><noscript><img width="690" height="350" decoding="async" src="https://www.ontotext.com/wp-content/uploads/2019/11/Automatically-pre-process-and-extract-highly-accurate-structured-information-about_01.svg" alt="" class="wp-image-34583" style="object-fit:contain;width:528px;height:390px"/></noscript></figure> </div> </div> <div class="wp-block-columns flex-2 mb-align-items-stretch mb-col-reverse border-r-24 gap-0 light-green-bgr margin-tb-64 mb-margin-tb-48 is-layout-flex wp-container-core-columns-is-layout-7 wp-block-columns-is-layout-flex"> <div class="wp-block-column dark-green-bgr padding-20 border-r-tl-24 mb-border-r-bl-16 is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <figure class="wp-block-image aligncenter size-full is-resized mb-height-auto"><img width="690" height="714" decoding="async" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20690%20714'%3E%3C/svg%3E" alt="" class="wp-image-34594" style="object-fit:contain;width:528px;height:390px" data-lazy-src="https://www.ontotext.com/wp-content/uploads/2019/11/Create-a-knowledge-graph-and-a-medical-rules-library_01.svg"/><noscript><img width="690" height="714" decoding="async" src="https://www.ontotext.com/wp-content/uploads/2019/11/Create-a-knowledge-graph-and-a-medical-rules-library_01.svg" alt="" class="wp-image-34594" style="object-fit:contain;width:528px;height:390px"/></noscript></figure> </div> <div class="wp-block-column border-r-rb-24 mb-border-r-tr-16 mb-padding-32 padding-48 light-green-bgr is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:100%"> <h3 class="wp-block-heading margin-b-16" id="h-create-a-knowledge-graph-and-a-medical-rules-library">Create a knowledge graph and a medical rules library</h3> <ul class="wp-block-list"> <li class="p-18">Use all extracted and semantically normalized data to populate the knowledge graph.</li> <li class="p-18">Employ efficient medical consistency rule definition to support claim review process.</li> <li 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