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Health system-scale language models are all-purpose prediction engines.
Jiang LY, Liu XC, Nejatian NP, Nasir-Moin M, Wang D, Abidin A, Eaton K, Riina HA, Laufer I, Punjabi P, Miceli M, Kim NC, Orillac C, Schnurman Z, Livia C, Weiss H, Kurland D, Neifert S, Dastagirzada Y, Kondziolka D, Cheung ATM, Yang G, Cao M, Flores M, Costa AB, Aphinyanaphongs Y, Cho K, Oermann EK. Jiang LY, et al. Among authors: aphinyanaphongs y. Nature. 2023 Jul;619(7969):357-362. doi: 10.1038/s41586-023-06160-y. Epub 2023 Jun 7. Nature. 2023. PMID: 37286606 Free PMC article.
Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.
Cheung ATM, Nasir-Moin M, Fred Kwon YJ, Guan J, Liu C, Jiang L, Raimondo C, Chotai S, Chambless L, Ahmad HS, Chauhan D, Yoon JW, Hollon T, Buch V, Kondziolka D, Chen D, Al-Aswad LA, Aphinyanaphongs Y, Oermann EK. Cheung ATM, et al. Among authors: aphinyanaphongs y. Neurosurgery. 2023 Feb 1;92(2):431-438. doi: 10.1227/neu.0000000000002198. Epub 2022 Nov 8. Neurosurgery. 2023. PMID: 36399428
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
Shamout FE, Shen Y, Wu N, Kaku A, Park J, Makino T, Jastrzębski S, Witowski J, Wang D, Zhang B, Dogra S, Cao M, Razavian N, Kudlowitz D, Azour L, Moore W, Lui YW, Aphinyanaphongs Y, Fernandez-Granda C, Geras KJ. Shamout FE, et al. Among authors: aphinyanaphongs y. NPJ Digit Med. 2021 May 12;4(1):80. doi: 10.1038/s41746-021-00453-0. NPJ Digit Med. 2021. PMID: 33980980 Free PMC article.
A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients.
Razavian N, Major VJ, Sudarshan M, Burk-Rafel J, Stella P, Randhawa H, Bilaloglu S, Chen J, Nguy V, Wang W, Zhang H, Reinstein I, Kudlowitz D, Zenger C, Cao M, Zhang R, Dogra S, Harish KB, Bosworth B, Francois F, Horwitz LI, Ranganath R, Austrian J, Aphinyanaphongs Y. Razavian N, et al. Among authors: aphinyanaphongs y. NPJ Digit Med. 2020 Oct 6;3:130. doi: 10.1038/s41746-020-00343-x. eCollection 2020. NPJ Digit Med. 2020. PMID: 33083565 Free PMC article.
59 results