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Page 1
Caravan - A global community dataset for large-sample hydrology.
Kratzert F, Nearing G, Addor N, Erickson T, Gauch M, Gilon O, Gudmundsson L, Hassidim A, Klotz D, Nevo S, Shalev G, Matias Y. Kratzert F, et al. Among authors: matias y. Sci Data. 2023 Jan 31;10(1):61. doi: 10.1038/s41597-023-01975-w. Sci Data. 2023. PMID: 36717577 Free PMC article.
Detecting Deficient Coverage in Colonoscopies.
Freedman D, Blau Y, Katzir L, Aides A, Shimshoni I, Veikherman D, Golany T, Gordon A, Corrado G, Matias Y, Rivlin E. Freedman D, et al. Among authors: matias y. IEEE Trans Med Imaging. 2020 Nov;39(11):3451-3462. doi: 10.1109/TMI.2020.2994221. Epub 2020 Oct 28. IEEE Trans Med Imaging. 2020. PMID: 32746092
Detection of elusive polyps using a large-scale artificial intelligence system (with videos).
Livovsky DM, Veikherman D, Golany T, Aides A, Dashinsky V, Rabani N, Ben Shimol D, Blau Y, Katzir L, Shimshoni I, Liu Y, Segol O, Goldin E, Corrado G, Lachter J, Matias Y, Rivlin E, Freedman D. Livovsky DM, et al. Among authors: matias y. Gastrointest Endosc. 2021 Dec;94(6):1099-1109.e10. doi: 10.1016/j.gie.2021.06.021. Epub 2021 Jun 30. Gastrointest Endosc. 2021. PMID: 34216598 Free article.
A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study.
Babenko B, Traynis I, Chen C, Singh P, Uddin A, Cuadros J, Daskivich LP, Maa AY, Kim R, Kang EY, Matias Y, Corrado GS, Peng L, Webster DR, Semturs C, Krause J, Varadarajan AV, Hammel N, Liu Y. Babenko B, et al. Among authors: matias y. Lancet Digit Health. 2023 May;5(5):e257-e264. doi: 10.1016/S2589-7500(23)00022-5. Epub 2023 Mar 23. Lancet Digit Health. 2023. PMID: 36966118 Free article.
Lessons learned from translating AI from development to deployment in healthcare.
Widner K, Virmani S, Krause J, Nayar J, Tiwari R, Pedersen ER, Jeji D, Hammel N, Matias Y, Corrado GS, Liu Y, Peng L, Webster DR. Widner K, et al. Among authors: matias y. Nat Med. 2023 Jun;29(6):1304-1306. doi: 10.1038/s41591-023-02293-9. Nat Med. 2023. PMID: 37248297 No abstract available.
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: matias y. 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.
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: matias y. 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.
Using generative AI to investigate medical imagery models and datasets.
Lang O, Yaya-Stupp D, Traynis I, Cole-Lewis H, Bennett CR, Lyles CR, Lau C, Irani M, Semturs C, Webster DR, Corrado GS, Hassidim A, Matias Y, Liu Y, Hammel N, Babenko B. Lang O, et al. Among authors: matias y. EBioMedicine. 2024 Apr;102:105075. doi: 10.1016/j.ebiom.2024.105075. Epub 2024 Apr 1. EBioMedicine. 2024. PMID: 38565004 Free PMC article.
Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study.
Schaekermann M, Spitz T, Pyles M, Cole-Lewis H, Wulczyn E, Pfohl SR, Martin D Jr, Jaroensri R, Keeling G, Liu Y, Farquhar S, Xue Q, Lester J, Hughes C, Strachan P, Tan F, Bui P, Mermel CH, Peng LH, Matias Y, Corrado GS, Webster DR, Virmani S, Semturs C, Liu Y, Horn I, Cameron Chen PH. Schaekermann M, et al. Among authors: matias y. EClinicalMedicine. 2024 Mar 14;70:102479. doi: 10.1016/j.eclinm.2024.102479. eCollection 2024 Apr. EClinicalMedicine. 2024. PMID: 38685924 Free PMC article.
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