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AI model accurately predicts which drugs may cause birth defects

Data scientists at the Icahn School of Medicine at Mount Sinai in New York and colleagues have created an artificial intelligence model that may more accurately predict which existing medicines, not currently classified as harmful, may in fact lead to congenital disabilities.

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Mount Sinai Predictive AI Flags Drugs That May Cause Birth Defects

Mount Sinai Predictive AI Flags Drugs That May Cause Birth Defects
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Researchers develop AI model to better predict which drugs may cause birth defects: Data harnessed to identify previously unknown associations between genes, congenital disabilities, and drugs

Researchers develop AI model to better predict which drugs may cause birth defects: Data harnessed to identify previously unknown associations between genes, congenital disabilities, and drugs
sciencedaily.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from sciencedaily.com Daily Mail and Mail on Sunday newspapers.

United statesAvi maayanPharmacological sciencesMount sinai centerNaturejournal communications medicineDrug administrationUs environmental protection agencyCommon fundAvi ma ayanIcahn mount sinaiProtection agency

Researchers develop AI model to better predic

Data scientists at the Icahn School of Medicine at Mount Sinai in New York and colleagues have created an artificial intelligence model that may more accurately predict which existing medicines, not currently classified as harmful, may in fact lead to congenital disabilities. The model, or “knowledge graph,” described in the July 17 issue of the Nature journal Communications Medicine, also has the potential to predict the involvement of pre-clinical compounds that may harm the developing fetus. The study is the first known of its kind to use knowledge graphs to integrate various data types to investigate the causes of congenital disabilities.

New yorkUnited statesNew zealandThe mountNew zealand generalNew providenceEast harlemDaniel jb clarkeSherryl jenkinsAvi maayanDeanne taylorTudori opreaTaha mohseni ahooyiGiacomob marinoJohn erol evangelistaChristopheg lambert university of new mexico

Researchers develop AI model to better predict which drugs may cause birth defects

Researchers develop AI model to better predict which drugs may cause birth defects
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

United statesNew yorkAvi maayanJohn erol evangelistaPharmacological sciencesMount sinai centerDrug administrationUs environmental protection agencyCommunications medicineIcahn school of medicine at mount sinaiIcahn schoolMount sinaiAvi ma ayanIcahn mount sinaiProtection agency