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to accelerate the pace of discovery and find better treatments.">Patient-partnered research <span class="sf-description">Patients partner with our scientists to accelerate the pace of discovery and find better treatments.</span></a></li><li id="header-menu-menu-link-content93f5c6b6-e25f-4dcf-940d-8cd0ebdaab9a" class="sf-depth-3 sf-no-children"><a href="/strategic-alliances-and-partnering" class="sf-depth-3" title="We work closely with pharmaceutical, biotech, and technology partners to accelerate the translation of our discoveries.">Partnering and licensing <span class="sf-description">We work closely with pharmaceutical, biotech, and technology partners to accelerate the translation of our discoveries.</span></a></li><li id="header-menu-menu-link-content40d899bd-29da-4415-816c-0381756261ac" class="sf-depth-3 sf-no-children"><a href="/publications" class="sf-depth-3" title="A catalog of scientific papers published by our members and staff scientists.">Publications <span class="sf-description">A catalog of scientific papers published by our members and staff scientists.</span></a></li><li id="header-menu-menu-link-content34ab328b-68c7-4d06-a9ba-588a6ceee9ba" class="sf-depth-3 sf-no-children"><a href="/resources-services-and-tools" class="sf-depth-3" title="Key scientific datasets and computational tools developed by our scientists and their collaborators.">Resources, services, and tools <span class="sf-description">Key scientific datasets and computational tools developed by our scientists and their collaborators.</span></a></li><li id="header-menu-menu-link-contenta0572cb2-0bde-499b-bec6-b924aa62edfc" class="sf-depth-3 sf-no-children"><a href="/collaborations-and-consortia" class="sf-depth-3" title="We join with institutions and scientists the world over to address foundational challenges in science and health.">Collaborations and consortia <span class="sf-description">We join with institutions and scientists the world over to address foundational challenges in science and health.</span></a></li></ol></div></li></ol></li></ul></li><li id="header-menu-menu-link-content9cc92c89-3ea1-4a3d-b678-15216f32ab77" class="sf-depth-1 menuparent"><span class="sf-depth-1 menuparent nolink">Centers</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content876bc9c1-14fb-46d8-8a3f-cef576f8af99" class="sf-depth-2 sf-no-children"><a href="/sigma" class="sf-depth-2" title="The Slim Center aims to bring the benefits of genomics-driven medicine to Latin America, gleaning new insights into diseases with relevance to the region.">Carlos Slim Center for Health Research <span class="sf-description">The Slim Center aims to bring the benefits of genomics-driven medicine to Latin America, gleaning new insights into diseases with relevance to the region.</span></a></li><li id="header-menu-menu-link-content160561bf-c8e9-4bf6-aca8-4d2848930259" class="sf-depth-2 sf-no-children"><a href="/gerstner-center-cancer-diagnostics" class="sf-depth-2" title="The Gerstner Center is developing next-generation diagnostic technology for cancer detection and tracking disease progression.">Gerstner Center for Cancer Diagnostics <span class="sf-description">The Gerstner Center is developing next-generation diagnostic technology for cancer detection and tracking disease progression.</span></a></li><li id="header-menu-menu-link-contenta1450e5b-1fbb-4d9e-85f7-e0df335ada8c" class="sf-depth-2 sf-no-children"><a href="/klarman-cell-observatory" class="sf-depth-2" title="The Klarman Cell Observatory is systematically defining mammalian cellular circuits, how they work together to create tissues and organs, and are perturbed to cause disease.">Klarman Cell Observatory <span class="sf-description">The Klarman Cell Observatory is systematically defining mammalian cellular circuits, how they work together to create tissues and organs, and are perturbed to cause disease.</span></a></li><li id="header-menu-menu-link-contentf919ca42-db45-41ce-8888-efe027a9fb36" class="sf-depth-2 sf-no-children"><a href="/merkin-institute-transformative-technologies-healthcare" class="sf-depth-2" title="The Merkin Institute is supporting early-stage ideas aimed at advancing powerful technological approaches for improving how we understand and treat disease.">Merkin Institute for Transformative Technologies in Healthcare <span class="sf-description">The Merkin Institute is supporting early-stage ideas aimed at advancing powerful technological approaches for improving how we understand and treat disease.</span></a></li><li id="header-menu-menu-link-contentb12c2ad1-a84c-455a-821e-59bfd482c758" class="sf-depth-2 sf-no-children"><a href="/nnfc" class="sf-depth-2" title="This center is developing new paradigms and technologies to scale the discovery of biological mechanisms of common, complex diseases, by facilitating close collaborations between the Broad Institute and the Danish research community.">Novo Nordisk Foundation Center for Genomic Mechanisms of Disease <span class="sf-description">This center is developing new paradigms and technologies to scale the discovery of biological mechanisms of common, complex diseases, by facilitating close collaborations between the Broad Institute and the Danish research community.</span></a></li><li id="header-menu-menu-link-content317da4e7-16de-4bbc-95da-f3ea10e0c178" class="sf-depth-2 sf-no-children"><a href="/ewsc" class="sf-depth-2" title="The EWSC is catalyzing a new field of interdisciplinary research at the intersection of data science and life science, aimed at improving human health.">Eric and Wendy Schmidt Center <span class="sf-description">The EWSC is catalyzing a new field of interdisciplinary research at the intersection of data science and life science, aimed at improving human health.</span></a></li><li id="header-menu-menu-link-content13d4c1b3-4076-45da-bf73-8a5d2c08222e" class="sf-depth-2 sf-no-children"><a href="/stanley-center-for-psychiatric-research" class="sf-depth-2" title="The Stanley Center aims to reduce the burden of serious mental illness by contributing new insights into pathogenesis, identifying biomarkers, and paving the way toward new treatments.">Stanley Center for Psychiatric Research <span class="sf-description">The Stanley Center aims to reduce the burden of serious mental illness by contributing new insights into pathogenesis, identifying biomarkers, and paving the way toward new treatments.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content77da995c-f5d1-4f7a-bcf0-9955394a546b" class="sf-depth-1 menuparent"><a href="/education-and-outreach" class="sf-depth-1 menuparent">Education and outreach</a><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content7d3d54b0-8276-4d96-8184-c75a39b36485" class="sf-depth-2 sf-no-children"><a href="/community/art-and-science-connection-broad" class="sf-depth-2" title="Explore the connection between art and science and how we bring together artists and Broad scientists through our artist-in-residence program, gallery exhibitions, and ongoing public conversations.">Art and science connection <span class="sf-description">Explore the connection between art and science and how we bring together artists and Broad scientists through our artist-in-residence program, gallery exhibitions, and ongoing public conversations.</span></a></li><li id="header-menu-menu-link-content55723637-5b54-46b6-976d-772ce0bba13c" class="sf-depth-2 sf-no-children"><a href="/broad-discovery-center" class="sf-depth-2" title="Visit our free public educational space that showcases how researchers at the Broad and their colleagues around the world seek to understand and treat human disease. ">Broad Discovery Center <span class="sf-description">Visit our free public educational space that showcases how researchers at the Broad and their colleagues around the world seek to understand and treat human disease. </span></a></li><li id="header-menu-menu-link-content69a14c4f-942a-47cf-ada5-0603f64a74a7" class="sf-depth-2 sf-no-children"><a href="/learning-resources" class="sf-depth-2" title="Access free classroom materials and more for STEM educators, parents, students, tutors, and others.">Learning resources <span class="sf-description">Access free classroom materials and more for STEM educators, parents, students, tutors, and others.</span></a></li><li id="header-menu-menu-link-contentfa54febf-3b0a-4901-8f6d-5b1ca8073ed5" class="sf-depth-2 sf-no-children"><a href="/public-programs" class="sf-depth-2" title="Discover remarkable stories of scientific progress, and explore the intersections of science, medicine, and society."> Public programs <span class="sf-description">Discover remarkable stories of scientific progress, and explore the intersections of science, medicine, and society.</span></a></li><li id="header-menu-menu-link-contentce8c7e2f-da05-4d7f-822e-08ffb3afb4a9" class="sf-depth-2 sf-no-children"><a href="/for-students" class="sf-depth-2" title="Learn about Broad Institute's mentored research offerings for high school students, college students, and recent college graduates.">Student opportunities <span class="sf-description">Learn about Broad Institute's mentored research offerings for high school students, college students, and recent college graduates.</span></a></li><li id="header-menu-menu-link-content8a70caf4-4a23-4ac3-90e3-64b1f314d351" class="sf-depth-2 sf-no-children"><a href="/visit-broad" class="sf-depth-2" title="Come see what Broad is all about.">Visit Broad <span class="sf-description">Come see what Broad is all about.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content88ddfe59-c9a6-4151-8d29-ec424c0b2d2d" class="sf-depth-1 menuparent"><span class="sf-depth-1 menuparent nolink">News</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-contenta69b242b-d164-4a21-bc7a-fc22b84352b1" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/news" class="sf-depth-2 menuparent" title="Learn about breakthroughs from Broad scientists.">News and insights <span class="sf-description">Learn about breakthroughs from Broad scientists.</span></a><ol><li id="header-menu-menu-link-content921e6573-6603-484d-9074-0804c78fd697" class="sf-depth-3 sf-no-children"><span class="hidden sf-depth-3 nolink">Column</span></li></ol></div></li><li id="header-menu-menu-link-contentff5e09a3-8217-4a93-a786-881c64b4232c" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/pressroom" class="sf-depth-2 menuparent" title="Contact our media relations team.">Press room <span class="sf-description">Contact our media relations team.</span></a><ol><li id="header-menu-menu-link-content90b61651-8c05-4ce7-9bf1-e3ab8be20ff0" class="sf-depth-3 sf-no-children"><span class="hidden sf-depth-3 nolink">Column</span></li></ol></div></li><li id="header-menu-menu-link-contentb7365d3f-7036-445a-bc80-d02309cae255" class="sf-depth-2 sf-no-children"><a href="/newsletter-signup" class="sf-depth-2" title="Receive regular updates on Broad news, research and community.">Sign up for our newsletter <span class="sf-description">Receive regular updates on Broad news, research and community.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content6302ea2d-fe44-4677-9124-4a93b5b90522" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a href="/careers" class="menu-link_mobile sf-depth-1">Careers</a></li><li id="header-menu-menu-link-content2c07ee0a-1c76-4607-ab60-6f1a085299fe" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a 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js-view-dom-id-614e05b9134592798b2840782143912e163f86f2d2a1cb5b23399deb6c45e53d"> <div class="view-header"> <div about="/broad-tags/machine-learning-0" id="taxonomy-term-2391" class="taxonomy-term vocabulary-broad-tags"> <div class="content"> <div class="layout layout--onecol"> <div class="layout__region layout__region--content"> <div class="block block-system block-system-breadcrumb-block"> <nav class="breadcrumb" role="navigation" aria-labelledby="system-breadcrumb"> <h2 id="system-breadcrumb" class="visually-hidden">Breadcrumb</h2> <ol> <li> <a href="/">Home</a> </li> <li> <a href="/news">News</a> </li> </ol> </nav> </div> <div class="block block-layout-builder block-field-blocktaxonomy-termbroad-tagsname"> <div class="field field--name-name field--type-string field--label-hidden field__item"><h1>Machine Learning</h1> </div> </div> </div> </div> </div> </div> </div> <div class="view-content"> <div class="views-row"> <article about="/news/new-machine-learning-based-single-cell-search-engine-makes-cell-annotation-faster-more" class="node node--type-long-story node--promoted node--view-mode-teaser"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_left"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-ct-news-teaser"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/new-machine-learning-based-single-cell-search-engine-makes-cell-annotation-faster-more"><picture> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=X8IsvI4R 1x" media="all and (min-width: 1921px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=X8IsvI4R 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=QuU0y_W0 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="479" height="356"/> <source srcset="/files/styles/ct_news_teaser_laptop/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=sZNpaQVr 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="491" height="314"/> <source srcset="/files/styles/ct_news_teaser_tablet/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=zJF_H4Mv 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="341" height="273"/> <source srcset="/files/styles/ct_news_teaser_phone/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=ogEif4Wv 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/ct_news_teaser_phone/public/longstory/CAS-NewStory_v01%20%281%29.png?itok=ogEif4Wv" width="499" height="399" alt="Illustration depicting a search engine focused on cells and displaying search results" title="Illustration depicting a search engine focused on cells and displaying search results" typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/new-machine-learning-based-single-cell-search-engine-makes-cell-annotation-faster-more">News 10.28.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/new-machine-learning-based-single-cell-search-engine-makes-cell-annotation-faster-more" hreflang="en">New machine learning-based single-cell search engine makes cell annotation faster, more efficient</a></span> </div> <div class="block-teaser-body block block-layout-builder block-field-blocknodelong-storybody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>In a Q&A, machine learning expert Mehrtash Babadi introduces Cell Annotation Service, a search engine for single-cell data that he and his group have developed for biologists.</p> </div> </div> <div class="block-teaser-tags block block-layout-builder block-field-blocknodelong-storyfield-broad-tags"> <div class="field field--name-field-broad-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/broad-tags/data-science" hreflang="en">Data Sciences Platform</a></div> <div class="field__item"><a href="/broad-tags/machine-learning-0" hreflang="en">Machine Learning</a></div> <div class="field__item"><a href="/broad-tags/single-cell" hreflang="en">Single Cell</a></div> </div> </div> </div> </div> <div class="teaser-news__link"> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodelong-storyextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/new-machine-learning-based-single-cell-search-engine-makes-cell-annotation-faster-more" hreflang="en">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/machine-learning-guides-researchers-new-synthetic-genetic-switches" class="node node--type-long-story node--promoted node--view-mode-teaser"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_left"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-ct-news-teaser"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/machine-learning-guides-researchers-new-synthetic-genetic-switches"><picture> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/CRE-Main.jpg?h=6d684022&itok=gA8uEQXr 1x" media="all and (min-width: 1921px)" type="image/jpeg" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/CRE-Main.jpg?h=6d684022&itok=gA8uEQXr 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/jpeg" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop/public/longstory/CRE-Main.jpg?h=6d684022&itok=IqZxVlUq 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/jpeg" width="479" height="356"/> <source srcset="/files/styles/ct_news_teaser_laptop/public/longstory/CRE-Main.jpg?h=6d684022&itok=2_WZbEf2 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/jpeg" width="491" height="314"/> <source srcset="/files/styles/ct_news_teaser_tablet/public/longstory/CRE-Main.jpg?h=6d684022&itok=rMr-ST11 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/jpeg" width="341" height="273"/> <source srcset="/files/styles/ct_news_teaser_phone/public/longstory/CRE-Main.jpg?h=6d684022&itok=j5pUZS4V 1x" media="all and (max-width: 539px)" type="image/jpeg" width="499" height="399"/> <img loading="eager" src="/files/styles/ct_news_teaser_phone/public/longstory/CRE-Main.jpg?h=6d684022&itok=j5pUZS4V" width="499" height="399" alt="An illustration of four circular diagrams representing plasmids, each with colored segments indicating different pieces of regulatory DNA. " title="An illustration of four circular diagrams representing plasmids, each with colored segments indicating different pieces of regulatory DNA. " typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/machine-learning-guides-researchers-new-synthetic-genetic-switches">News 10.23.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/machine-learning-guides-researchers-new-synthetic-genetic-switches" hreflang="en">Machine learning guides researchers to new synthetic genetic switches</a></span> </div> <div class="block-teaser-body block block-layout-builder block-field-blocknodelong-storybody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>A new method allows precise activation or repression of genes in specific cells and tissues.</p> </div> </div> <div class="block-teaser-tags block block-layout-builder block-field-blocknodelong-storyfield-broad-tags"> <div class="field field--name-field-broad-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/broad-tags/genome-regulation" hreflang="en">Genome regulation</a></div> <div class="field__item"><a href="/broad-tags/machine-learning-0" hreflang="en">Machine Learning</a></div> </div> </div> </div> </div> <div class="teaser-news__link"> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodelong-storyextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/machine-learning-guides-researchers-new-synthetic-genetic-switches" hreflang="en">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/researchers-identify-cheap-and-effective-biomarkers-dcis-tumor-stage" class="node node--type-long-story node--promoted node--view-mode-teaser"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_left"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-ct-news-teaser"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/researchers-identify-cheap-and-effective-biomarkers-dcis-tumor-stage"><picture> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=cUcg07HO 1x" media="all and (min-width: 1921px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=cUcg07HO 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=K7PLqwQj 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="479" height="356"/> <source srcset="/files/styles/ct_news_teaser_laptop/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=VPHfKlph 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="491" height="314"/> <source srcset="/files/styles/ct_news_teaser_tablet/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=iGmb4trN 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="341" height="273"/> <source srcset="/files/styles/ct_news_teaser_phone/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=qPThQKih 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/ct_news_teaser_phone/public/longstory/669e9848082749391a41623b_2048px-Breast_DCIS_Cribriform_PA_crop.png?itok=qPThQKih" width="499" height="399" alt="A histopathology image of ductal carcinoma in situ (DCIS) of the breast. The image shows a section of breast tissue stained with hematoxylin and eosin, revealing clusters of abnormal cells within the milk ducts. The ducts are filled with atypical cells exhibiting a cribriform pattern, characterized by round to oval spaces within the neoplastic cell clusters. The surrounding tissue appears dense and fibrous." title="A histopathology image of ductal carcinoma in situ (DCIS) of the breast. The image shows a section of breast tissue stained with hematoxylin and eosin, revealing clusters of abnormal cells within the milk ducts. The ducts are filled with atypical cells exhibiting a cribriform pattern, characterized by round to oval spaces within the neoplastic cell clusters. The surrounding tissue appears dense and fibrous." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/researchers-identify-cheap-and-effective-biomarkers-dcis-tumor-stage">News 07.25.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/researchers-identify-cheap-and-effective-biomarkers-dcis-tumor-stage" hreflang="en">Researchers identify cheap and effective biomarkers for DCIS tumor stage</a></span> </div> <div class="block-teaser-body block block-layout-builder block-field-blocknodelong-storybody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>New study shows how leveraging unsupervised learning can decode DCIS progression from chromatin images.</p> </div> </div> <div class="block-teaser-tags block block-layout-builder block-field-blocknodelong-storyfield-broad-tags"> <div class="field field--name-field-broad-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/broad-tags/eric-and-wendy-schmidt-center" hreflang="en">Eric and Wendy Schmidt Center</a></div> <div class="field__item"><a href="/broad-tags/machine-learning" hreflang="en">Machine learning</a></div> <div class="field__item"><a href="/broad-tags/cancer" hreflang="en">Cancer</a></div> <div class="field__item"><a href="/broad-tags/data-science-0" hreflang="en">Data science</a></div> <div class="field__item"><a href="/broad-tags/machine-learning-0" hreflang="en">Machine Learning</a></div> </div> </div> </div> </div> <div class="teaser-news__link"> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodelong-storyextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/researchers-identify-cheap-and-effective-biomarkers-dcis-tumor-stage" hreflang="en">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/de-risking-drug-discovery-predictive-ai" class="node node--type-long-story node--promoted node--view-mode-teaser"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_left"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-ct-news-teaser"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/de-risking-drug-discovery-predictive-ai"><picture> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=tkIpP8SM 1x" media="all and (min-width: 1921px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=tkIpP8SM 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=O5vVmcK2 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="479" height="356"/> <source srcset="/files/styles/ct_news_teaser_laptop/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=bwD_yOfP 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="491" height="314"/> <source srcset="/files/styles/ct_news_teaser_tablet/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=i7O4Ety3 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="341" height="273"/> <source srcset="/files/styles/ct_news_teaser_phone/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=NkmluM6H 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/ct_news_teaser_phone/public/longstory/Comms_ImagingPlatform_news_0524_v2.png?itok=NkmluM6H" width="499" height="399" alt="An illustration depicting microchips and circuits displayed over promising drug molecules" title="An illustration depicting microchips and circuits displayed over promising drug molecules" typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/de-risking-drug-discovery-predictive-ai">News 07.17.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/de-risking-drug-discovery-predictive-ai" hreflang="en">De-risking drug discovery with predictive AI</a></span> </div> <div class="block-teaser-body block block-layout-builder block-field-blocknodelong-storybody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>A suite of new machine learning models can estimate the safety of potential new drugs </p> </div> </div> <div class="block-teaser-tags block block-layout-builder block-field-blocknodelong-storyfield-broad-tags"> <div class="field field--name-field-broad-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/broad-tags/imaging" hreflang="en">Imaging Platform</a></div> <div class="field__item"><a href="/broad-tags/machine-learning" hreflang="en">Machine learning</a></div> <div class="field__item"><a href="/broad-tags/machine-learning-0" hreflang="en">Machine Learning</a></div> <div class="field__item"><a href="/broad-tags/therapeutic-response" hreflang="en">Therapeutics</a></div> </div> </div> </div> </div> <div class="teaser-news__link"> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodelong-storyextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/de-risking-drug-discovery-predictive-ai" hreflang="en">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/study-reveals-links-between-blood-vessel-biology-and-heart-disease-risk" class="node node--type-long-story node--promoted node--view-mode-teaser"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_left"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-ct-news-teaser"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/study-reveals-links-between-blood-vessel-biology-and-heart-disease-risk"><picture> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=JbmhE0tt 1x" media="all and (min-width: 1921px)" type="image/jpeg" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop_xl/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=JbmhE0tt 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/jpeg" width="486" height="338"/> <source srcset="/files/styles/ct_news_teaser_desktop/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=kYsfgD7G 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/jpeg" width="479" height="356"/> <source srcset="/files/styles/ct_news_teaser_laptop/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=br7lggKl 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/jpeg" width="491" height="314"/> <source srcset="/files/styles/ct_news_teaser_tablet/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=sDKIE0fk 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/jpeg" width="341" height="273"/> <source srcset="/files/styles/ct_news_teaser_phone/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=9uI4He0w 1x" media="all and (max-width: 539px)" type="image/jpeg" width="499" height="399"/> <img loading="eager" src="/files/styles/ct_news_teaser_phone/public/longstory/blood_vessel_endothelial_cells_NIHImageGallery_Flickr_26172287304_2bf86e6160_k.jpg?itok=9uI4He0w" width="499" height="399" alt="Endothelial cells from blood vessels, stained red and blue in a flourescent microscope image." title="Endothelial cells from blood vessels, stained red and blue in a flourescent microscope image." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/study-reveals-links-between-blood-vessel-biology-and-heart-disease-risk">News 02.07.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/study-reveals-links-between-blood-vessel-biology-and-heart-disease-risk" hreflang="en">Study reveals links between blood vessel biology and heart disease risk</a></span> </div> <div class="block-teaser-body block block-layout-builder block-field-blocknodelong-storybody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>Genetic alterations in cells lining blood vessels contribute to coronary artery disease, with implications for diagnostic and treatment strategies</p> </div> </div> <div class="block-teaser-tags block block-layout-builder block-field-blocknodelong-storyfield-broad-tags"> <div class="field field--name-field-broad-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/broad-tags/cardiovascular-disease" hreflang="en">Cardiovascular disease</a></div> <div class="field__item"><a href="/broad-tags/heart-disease" hreflang="en">Heart Disease</a></div> <div class="field__item"><a href="/broad-tags/machine-learning-0" hreflang="en">Machine Learning</a></div> <div class="field__item"><a href="/broad-tags/crispr" hreflang="en">CRISPR</a></div> </div> </div> </div> </div> <div class="teaser-news__link"> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodelong-storyextra-field-readmore"> <div class="field field--name-extra-field-readmore 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2020, Broad Institute converted a clinical genetics processing lab into a large-scale COVID-19 testing facility in less than two weeks.</p></div> <div class="slick__slide slide slide--1"><p>We've screened more than 1,275 cancer cell lines as part of the Cancer Dependency Map (DepMap).</p> </div> <div class="slick__slide slide slide--2"><p>Broad Genomics Platform sequences a whole human genome every four minutes.</p> </div> <div class="slick__slide slide slide--3"><p>More than 11,000 individuals living with cancer in the United States and Canada have partnered with Count Me In to share their experiences and help accelerate cancer research.</p> </div> <div class="slick__slide slide slide--4"><p>The Drug Repurposing Hub is one of the most comprehensive and up-to-date biologically annotated collections of FDA-approved compounds in the world. Researchers anywhere can explore more than 6,000 drugs in the hub and search for possible new uses for them to jump-start new drug discovery.</p></div> <div class="slick__slide slide slide--5"><p>In 2021, our sustainability efforts sent more than 80 percent of waste from the Genomics Platform to either a recycling facility or to an incineration plant that generates electricity.</p> </div> <div class="slick__slide slide slide--6"><p>Through Broad's Scientists in the Classroom program, Broad researchers visit every 8th grade classroom in Cambridge each year to talk about genetics and evolution.</p> </div> <div class="slick__slide slide slide--7"><p>Every summer, 18 high school students spend six weeks at Broad working side-by-side with mentors on cutting-edge research.</p> </div> <div class="slick__slide slide slide--8"><p>In November 2022, Broad鈥檚 Genomics Platform sequenced its 500,000th whole human genome, a mere four years after sequencing its 100,000th.</p> </div> <div class="slick__slide slide slide--9"><p>By the end of 2022, Broad鈥檚 COVID-19 testing lab had processed more than 37 million tests.</p> </div> <div class="slick__slide slide slide--10"><p>Working with Addgene, Broad Institute has shared CRISPR genome-editing reagents with researchers at more than 3,200 institutions in 76 countries.</p> </div> <div class="slick__slide slide slide--11"><p>The NeuroGAP-Psychosis project, a collaboration between the Stanley Center for Psychiatric Research and Harvard T.H. Chan School of Public Health to study the genetics of severe mental illness, has recruited more than 42,000 participants in Ethiopia, Kenya, Uganda, and South Africa.</p> </div> </div> <nav role="navigation" class="slick__arrow"> <button type="button" data-role="none" class="slick-prev" aria-label="Previous" tabindex="0">Previous</button><button type="button" data-role="none" class="slick-next" aria-label="Next" tabindex="0">Next</button> </nav> </div> </div> </div> </div> </div> </div> <div class="footer__bottom"> <div class="region region-footer-bottom"> <nav role="navigation" aria-labelledby="block-broad-footermenu-menu" id="block-broad-footermenu" class="block block-menu navigation menu--menu-footer-menu"> <h2 class="visually-hidden" id="block-broad-footermenu-menu">Footer menu</h2> <ul class="menu"> <li class="menu-item"> <a href="/contact#report" title="Confidential and anonymous reporting of activities that may involve improper conduct or violations of Institute policies." 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