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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
2016 1
2017 2
2018 3
2019 2
2021 1
2022 2
2023 5
2024 4
2025 5

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23 results

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Page 1
Large language models encode clinical knowledge.
Singhal K, Azizi S, Tu T, Mahdavi SS, Wei J, Chung HW, Scales N, Tanwani A, Cole-Lewis H, Pfohl S, Payne P, Seneviratne M, Gamble P, Kelly C, Babiker A, Schärli N, Chowdhery A, Mansfield P, Demner-Fushman D, Agüera Y Arcas B, Webster D, Corrado GS, Matias Y, Chou K, Gottweis J, Tomasev N, Liu Y, Rajkomar A, Barral J, Semturs C, Karthikesalingam A, Natarajan V. Singhal K, et al. Among authors: azizi s. Nature. 2023 Aug;620(7972):172-180. doi: 10.1038/s41586-023-06291-2. Epub 2023 Jul 12. Nature. 2023. PMID: 37438534 Free PMC article.
Towards conversational diagnostic artificial intelligence.
Tu T, Schaekermann M, Palepu A, Saab K, Freyberg J, Tanno R, Wang A, Li B, Amin M, Cheng Y, Vedadi E, Tomasev N, Azizi S, Singhal K, Hou L, Webson A, Kulkarni K, Mahdavi SS, Semturs C, Gottweis J, Barral J, Chou K, Corrado GS, Matias Y, Karthikesalingam A, Natarajan V. Tu T, et al. Among authors: azizi s. Nature. 2025 Jun;642(8067):442-450. doi: 10.1038/s41586-025-08866-7. Epub 2025 Apr 9. Nature. 2025. PMID: 40205050 Free PMC article. Clinical Trial.
Toward expert-level medical question answering with large language models.
Singhal K, Tu T, Gottweis J, Sayres R, Wulczyn E, Amin M, Hou L, Clark K, Pfohl SR, Cole-Lewis H, Neal D, Rashid QM, Schaekermann M, Wang A, Dash D, Chen JH, Shah NH, Lachgar S, Mansfield PA, Prakash S, Green B, Dominowska E, Agüera Y Arcas B, Tomašev N, Liu Y, Wong R, Semturs C, Mahdavi SS, Barral JK, Webster DR, Corrado GS, Matias Y, Azizi S, Karthikesalingam A, Natarajan V. Singhal K, et al. Among authors: azizi s. Nat Med. 2025 Mar;31(3):943-950. doi: 10.1038/s41591-024-03423-7. Epub 2025 Jan 8. Nat Med. 2025. PMID: 39779926 Free PMC article.
Value of artificial intelligence in neuro-oncology.
Voigtlaender S, Nelson TA, Karschnia P, Vaios EJ, Kim MM, Lohmann P, Galldiks N, Filbin MG, Azizi S, Natarajan V, Monje M, Dietrich J, Winter SF. Voigtlaender S, et al. Among authors: azizi s. Lancet Digit Health. 2025 Aug 8:100876. doi: 10.1016/j.landig.2025.100876. Online ahead of print. Lancet Digit Health. 2025. PMID: 40783350 Free article. Review.
Towards accurate differential diagnosis with large language models.
McDuff D, Schaekermann M, Tu T, Palepu A, Wang A, Garrison J, Singhal K, Sharma Y, Azizi S, Kulkarni K, Hou L, Cheng Y, Liu Y, Mahdavi SS, Prakash S, Pathak A, Semturs C, Patel S, Webster DR, Dominowska E, Gottweis J, Barral J, Chou K, Corrado GS, Matias Y, Sunshine J, Karthikesalingam A, Natarajan V. McDuff D, et al. Among authors: azizi s. Nature. 2025 Jun;642(8067):451-457. doi: 10.1038/s41586-025-08869-4. Epub 2025 Apr 9. Nature. 2025. PMID: 40205049 Free PMC article.
A toolbox for surfacing health equity harms and biases in large language models.
Pfohl SR, Cole-Lewis H, Sayres R, Neal D, Asiedu M, Dieng A, Tomasev N, Rashid QM, Azizi S, Rostamzadeh N, McCoy LG, Celi LA, Liu Y, Schaekermann M, Walton A, Parrish A, Nagpal C, Singh P, Dewitt A, Mansfield P, Prakash S, Heller K, Karthikesalingam A, Semturs C, Barral J, Corrado G, Matias Y, Smith-Loud J, Horn I, Singhal K. Pfohl SR, et al. Among authors: azizi s. Nat Med. 2024 Dec;30(12):3590-3600. doi: 10.1038/s41591-024-03258-2. Epub 2024 Sep 23. Nat Med. 2024. PMID: 39313595 Free PMC article.
Publisher Correction: Large language models encode clinical knowledge.
Singhal K, Azizi S, Tu T, Mahdavi SS, Wei J, Chung HW, Scales N, Tanwani A, Cole-Lewis H, Pfohl S, Payne P, Seneviratne M, Gamble P, Kelly C, Babiker A, Schärli N, Chowdhery A, Mansfield P, Demner-Fushman D, Agüera Y Arcas B, Webster D, Corrado GS, Matias Y, Chou K, Gottweis J, Tomasev N, Liu Y, Rajkomar A, Barral J, Semturs C, Karthikesalingam A, Natarajan V. Singhal K, et al. Among authors: azizi s. Nature. 2023 Aug;620(7973):E19. doi: 10.1038/s41586-023-06455-0. Nature. 2023. PMID: 37500979 Free PMC article. No abstract available.
An intentional approach to managing bias in general purpose embedding models.
Weng WH, Sellergen A, Kiraly AP, D'Amour A, Park J, Pilgrim R, Pfohl S, Lau C, Natarajan V, Azizi S, Karthikesalingam A, Cole-Lewis H, Matias Y, Corrado GS, Webster DR, Shetty S, Prabhakara S, Eswaran K, Celi LAG, Liu Y. Weng WH, et al. Among authors: azizi s. Lancet Digit Health. 2024 Feb;6(2):e126-e130. doi: 10.1016/S2589-7500(23)00227-3. Lancet Digit Health. 2024. PMID: 38278614 Free article. Review.
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
23 results