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Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City.
Jaladanki SK, Vaid A, Sawant AS, Xu J, Shah K, Dellepiane S, Paranjpe I, Chan L, Kovatch P, Charney AW, Wang F, Glicksberg BS, Singh K, Nadkarni GN. Jaladanki SK, et al. Among authors: singh k. medRxiv [Preprint]. 2021 Jul 28:2021.07.25.21261105. doi: 10.1101/2021.07.25.21261105. medRxiv. 2021. PMID: 34341802 Free PMC article. Preprint.
COVID-19 outcomes, risk factors and associations by race: a comprehensive analysis using electronic health records data in Michigan Medicine.
Gu T, Mack JA, Salvatore M, Sankar SP, Valley TS, Singh K, Nallamothu BK, Kheterpal S, Lisabeth L, Fritsche LG, Mukherjee B. Gu T, et al. Among authors: singh k. medRxiv [Preprint]. 2020 Jun 18:2020.06.16.20133140. doi: 10.1101/2020.06.16.20133140. medRxiv. 2020. Update in: JAMA Netw Open. 2020 Oct 1;3(10):e2025197. doi: 10.1001/jamanetworkopen.2020.25197 PMID: 32793920 Free PMC article. Updated. Preprint.
Artificial Intelligence for AKI!Now: Let's Not Await Plato's Utopian Republic.
Soranno DE, Bihorac A, Goldstein SL, Kashani KB, Menon S, Nadkarni GN, Neyra JA, Pannu NI, Singh K, Cerda J, Koyner JL; AKI!Now Artificial Intelligence Workgroup for the American Society of Nephrology. Soranno DE, et al. Among authors: singh k. Kidney360. 2021 Nov 18;3(2):376-381. doi: 10.34067/KID.0003472021. eCollection 2022 Feb 24. Kidney360. 2021. PMID: 35373136 Free PMC article. No abstract available.
Artificial intelligence-enabled decision support in nephrology.
Loftus TJ, Shickel B, Ozrazgat-Baslanti T, Ren Y, Glicksberg BS, Cao J, Singh K, Chan L, Nadkarni GN, Bihorac A. Loftus TJ, et al. Among authors: singh k. Nat Rev Nephrol. 2022 Jul;18(7):452-465. doi: 10.1038/s41581-022-00562-3. Epub 2022 Apr 22. Nat Rev Nephrol. 2022. PMID: 35459850 Free PMC article. Review.
Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup.
Kashani KB, Awdishu L, Bagshaw SM, Barreto EF, Claure-Del Granado R, Evans BJ, Forni LG, Ghosh E, Goldstein SL, Kane-Gill SL, Koola J, Koyner JL, Liu M, Murugan R, Nadkarni GN, Neyra JA, Ninan J, Ostermann M, Pannu N, Rashidi P, Ronco C, Rosner MH, Selby NM, Shickel B, Singh K, Soranno DE, Sutherland SM, Bihorac A, Mehta RL. Kashani KB, et al. Among authors: singh k. Nat Rev Nephrol. 2023 Dec;19(12):807-818. doi: 10.1038/s41581-023-00744-7. Epub 2023 Aug 14. Nat Rev Nephrol. 2023. PMID: 37580570 Free PMC article. Review.
Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings : A Simulation Study.
Vaid A, Sawant A, Suarez-Farinas M, Lee J, Kaul S, Kovatch P, Freeman R, Jiang J, Jayaraman P, Fayad Z, Argulian E, Lerakis S, Charney AW, Wang F, Levin M, Glicksberg B, Narula J, Hofer I, Singh K, Nadkarni GN. Vaid A, et al. Among authors: singh k. Ann Intern Med. 2023 Oct;176(10):1358-1369. doi: 10.7326/M23-0949. Epub 2023 Oct 10. Ann Intern Med. 2023. PMID: 37812781
Generalizability of an acute kidney injury prediction model across health systems.
Cao J, Zhang X, Shahinian V, Yin H, Steffick D, Saran R, Crowley S, Mathis M, Nadkarni GN, Heung M, Singh K. Cao J, et al. Among authors: singh k. Nat Mach Intell. 2022 Dec;4(12):1121-1129. doi: 10.1038/s42256-022-00563-8. Epub 2022 Dec 1. Nat Mach Intell. 2022. PMID: 38148789 Free PMC article.
Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients.
Singh K, Valley TS, Tang S, Li BY, Kamran F, Sjoding MW, Wiens J, Otles E, Donnelly JP, Wei MY, McBride JP, Cao J, Penoza C, Ayanian JZ, Nallamothu BK. Singh K, et al. medRxiv [Preprint]. 2020 Jun 20:2020.04.24.20079012. doi: 10.1101/2020.04.24.20079012. medRxiv. 2020. Update in: Ann Am Thorac Soc. 2021 Jul;18(7):1129-1137. doi: 10.1513/AnnalsATS.202006-698OC PMID: 32511650 Free PMC article. Updated. Preprint.
9,937 results