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Page 1
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: barral jk. Nat Med. 2025 Jan 8. doi: 10.1038/s41591-024-03423-7. Online ahead of print. Nat Med. 2025. PMID: 39779926
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. 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.
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. Nature. 2023 Aug;620(7973):E19. doi: 10.1038/s41586-023-06455-0. Nature. 2023. PMID: 37500979 Free PMC article. No abstract available.
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. 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.
Collaboration between clinicians and vision-language models in radiology report generation.
Tanno R, Barrett DGT, Sellergren A, Ghaisas S, Dathathri S, See A, Welbl J, Lau C, Tu T, Azizi S, Singhal K, Schaekermann M, May R, Lee R, Man S, Mahdavi S, Ahmed Z, Matias Y, Barral J, Eslami SMA, Belgrave D, Liu Y, Kalidindi SR, Shetty S, Natarajan V, Kohli P, Huang PS, Karthikesalingam A, Ktena I. Tanno R, et al. Nat Med. 2024 Nov 7. doi: 10.1038/s41591-024-03302-1. Online ahead of print. Nat Med. 2024. PMID: 39511432
On the accuracy of T1 mapping: searching for common ground.
Stikov N, Boudreau M, Levesque IR, Tardif CL, Barral JK, Pike GB. Stikov N, et al. Among authors: barral jk. Magn Reson Med. 2015 Feb;73(2):514-22. doi: 10.1002/mrm.25135. Epub 2014 Feb 27. Magn Reson Med. 2015. PMID: 24578189 Free article.
Cost-effectiveness landscape analysis of treatments addressing xerostomia in patients receiving head and neck radiation therapy.
Sasportas LS, Hosford DN, Sodini MA, Waters DJ, Zambricki EA, Barral JK, Graves EE, Brinton TJ, Yock PG, Le QT, Sirjani D. Sasportas LS, et al. Among authors: barral jk. Oral Surg Oral Med Oral Pathol Oral Radiol. 2013 Jul;116(1):e37-51. doi: 10.1016/j.oooo.2013.02.017. Epub 2013 May 3. Oral Surg Oral Med Oral Pathol Oral Radiol. 2013. PMID: 23643579 Free PMC article. Review.
15 results