The application of Large Language Models to the phenotype-based prioritization of causative genes in rare disease patients.

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Title: The application of Large Language Models to the phenotype-based prioritization of causative genes in rare disease patients.
Authors: Kafkas Ş; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. senay.kafkas@kaust.edu.sa.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. senay.kafkas@kaust.edu.sa., Abdelhakim M; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia., Althagafi A; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; Computer Science Department, College of Computers and Information Technology, Taif University, 26571, Taif, Saudi Arabia., Toonsi S; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Generative AI, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia., Alghamdi M; Medical Genetic Division, Department of Pediatrics, College of Medicine, King Saud University, 11461, Riyadh, Saudi Arabia., Schofield PN; Department of Physiology, Development & Neuroscience, University of Cambridge, Cambridge, CB2 3EG, UK., Hoehndorf R; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; KAUST Center of Excellence for Generative AI, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.
Source: Scientific reports [Sci Rep] 2025 Apr 29; Vol. 15 (1), pp. 15093. Date of Electronic Publication: 2025 Apr 29.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Kafkas+Ş%22">Kafkas Ş</searchLink>; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. senay.kafkas@kaust.edu.sa.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. senay.kafkas@kaust.edu.sa.<br /><searchLink fieldCode="AU" term="%22Abdelhakim+M%22">Abdelhakim M</searchLink>; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Althagafi+A%22">Althagafi A</searchLink>; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; Computer Science Department, College of Computers and Information Technology, Taif University, 26571, Taif, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Toonsi+S%22">Toonsi S</searchLink>; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.; KAUST Center of Excellence for Generative AI, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Alghamdi+M%22">Alghamdi M</searchLink>; Medical Genetic Division, Department of Pediatrics, College of Medicine, King Saud University, 11461, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Schofield+PN%22">Schofield PN</searchLink>; Department of Physiology, Development & Neuroscience, University of Cambridge, Cambridge, CB2 3EG, UK.<br /><searchLink fieldCode="AU" term="%22Hoehndorf+R%22">Hoehndorf R</searchLink>; Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; KAUST Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.; KAUST Center of Excellence for Generative AI, King Abdullah University of Science and Technology, 23955, Thuwal, Saudi Arabia. robert.hoehndorf@kaust.edu.sa.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Apr 29; Vol. 15 (1), pp. 15093. <i>Date of Electronic Publication: </i>2025 Apr 29.
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