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Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods.
Cummings BC, Ansari S, Motyka JR, Wang G, Medlin RP Jr, Kronick SL, Singh K, Park PK, Napolitano LM, Dickson RP, Mathis MR, Sjoding MW, Admon AJ, Blank R, McSparron JI, Ward KR, Gillies CE. Cummings BC, et al. Among authors: singh k. JMIR Med Inform. 2021 Apr 21;9(4):e25066. doi: 10.2196/25066. JMIR Med Inform. 2021. PMID: 33818393 Free PMC article.
Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.
Kamran F, Tang S, Otles E, McEvoy DS, Saleh SN, Gong J, Li BY, Dutta S, Liu X, Medford RJ, Valley TS, West LR, Singh K, Blumberg S, Donnelly JP, Shenoy ES, Ayanian JZ, Nallamothu BK, Sjoding MW, Wiens J. Kamran F, et al. Among authors: singh k. BMJ. 2022 Feb 17;376:e068576. doi: 10.1136/bmj-2021-068576. BMJ. 2022. PMID: 35177406 Free PMC article.
External Validation and Comparison of a General Ward Deterioration Index Between Diversely Different Health Systems.
Cummings BC, Blackmer JM, Motyka JR, Farzaneh N, Cao L, Bisco EL, Glassbrook JD, Roebuck MD, Gillies CE, Admon AJ, Medlin RP Jr, Singh K, Sjoding MW, Ward KR, Ansari S. Cummings BC, et al. Among authors: singh k. Crit Care Med. 2023 Jun 1;51(6):775-786. doi: 10.1097/CCM.0000000000005837. Epub 2023 Mar 16. Crit Care Med. 2023. PMID: 36927631 Free PMC article.
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.
9,447 results