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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: sayres r. Nat Med. 2025 Jan 8. doi: 10.1038/s41591-024-03423-7. Online ahead of print. Nat Med. 2025. PMID: 39779926
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: sayres r. 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.
Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study.
Ruamviboonsuk P, Tiwari R, Sayres R, Nganthavee V, Hemarat K, Kongprayoon A, Raman R, Levinstein B, Liu Y, Schaekermann M, Lee R, Virmani S, Widner K, Chambers J, Hersch F, Peng L, Webster DR. Ruamviboonsuk P, et al. Among authors: sayres r. Lancet Digit Health. 2022 Apr;4(4):e235-e244. doi: 10.1016/S2589-7500(22)00017-6. Epub 2022 Mar 7. Lancet Digit Health. 2022. PMID: 35272972 Free article.
Development and Assessment of an Artificial Intelligence-Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices.
Jain A, Way D, Gupta V, Gao Y, de Oliveira Marinho G, Hartford J, Sayres R, Kanada K, Eng C, Nagpal K, DeSalvo KB, Corrado GS, Peng L, Webster DR, Dunn RC, Coz D, Huang SJ, Liu Y, Bui P, Liu Y. Jain A, et al. Among authors: sayres r. JAMA Netw Open. 2021 Apr 1;4(4):e217249. doi: 10.1001/jamanetworkopen.2021.7249. JAMA Netw Open. 2021. PMID: 33909055 Free PMC article.
Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders.
Limwattanayingyong J, Nganthavee V, Seresirikachorn K, Singalavanija T, Soonthornworasiri N, Ruamviboonsuk V, Rao C, Raman R, Grzybowski A, Schaekermann M, Peng LH, Webster DR, Semturs C, Krause J, Sayres R, Hersch F, Tiwari R, Liu Y, Ruamviboonsuk P. Limwattanayingyong J, et al. Among authors: sayres r. J Diabetes Res. 2020 Dec 15;2020:8839376. doi: 10.1155/2020/8839376. eCollection 2020. J Diabetes Res. 2020. PMID: 33381600 Free PMC article.
Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies.
Steiner DF, Nagpal K, Sayres R, Foote DJ, Wedin BD, Pearce A, Cai CJ, Winter SR, Symonds M, Yatziv L, Kapishnikov A, Brown T, Flament-Auvigne I, Tan F, Stumpe MC, Jiang PP, Liu Y, Chen PC, Corrado GS, Terry M, Mermel CH. Steiner DF, et al. Among authors: sayres r. JAMA Netw Open. 2020 Nov 2;3(11):e2023267. doi: 10.1001/jamanetworkopen.2020.23267. JAMA Netw Open. 2020. PMID: 33180129 Free PMC article.
Remote Tool-Based Adjudication for Grading Diabetic Retinopathy.
Schaekermann M, Hammel N, Terry M, Ali TK, Liu Y, Basham B, Campana B, Chen W, Ji X, Krause J, Corrado GS, Peng L, Webster DR, Law E, Sayres R. Schaekermann M, et al. Among authors: sayres r. Transl Vis Sci Technol. 2019 Dec 18;8(6):40. doi: 10.1167/tvst.8.6.40. eCollection 2019 Nov. Transl Vis Sci Technol. 2019. PMID: 31867141 Free PMC article.
Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.
Phene S, Dunn RC, Hammel N, Liu Y, Krause J, Kitade N, Schaekermann M, Sayres R, Wu DJ, Bora A, Semturs C, Misra A, Huang AE, Spitze A, Medeiros FA, Maa AY, Gandhi M, Corrado GS, Peng L, Webster DR. Phene S, et al. Among authors: sayres r. Ophthalmology. 2019 Dec;126(12):1627-1639. doi: 10.1016/j.ophtha.2019.07.024. Epub 2019 Sep 24. Ophthalmology. 2019. PMID: 31561879 Free article.
Erratum: Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
Ruamviboonsuk P, Krause J, Chotcomwongse P, Sayres R, Raman R, Widner K, Campana BJL, Phene S, Hemarat K, Tadarati M, Silpa-Archa S, Limwattanayingyong J, Rao C, Kuruvilla O, Jung J, Tan J, Orprayoon S, Kangwanwongpaisan C, Sukumalpaiboon R, Luengchaichawang C, Fuangkaew J, Kongsap P, Chualinpha L, Saree S, Kawinpanitan S, Mitvongsa K, Lawanasakol S, Thepchatri C, Wongpichedchai L, Corrado GS, Peng L, Webster DR. Ruamviboonsuk P, et al. Among authors: sayres r. NPJ Digit Med. 2019 Jul 23;2:68. doi: 10.1038/s41746-019-0146-5. eCollection 2019. NPJ Digit Med. 2019. PMID: 31341955 Free PMC article.
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