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Predicting Inpatient Medication Orders From Electronic Health Record Data.
Rough K, Dai AM, Zhang K, Xue Y, Vardoulakis LM, Cui C, Butte AJ, Howell MD, Rajkomar A. Rough K, et al. Among authors: dai am. Clin Pharmacol Ther. 2020 Jul;108(1):145-154. doi: 10.1002/cpt.1826. Epub 2020 Apr 11. Clin Pharmacol Ther. 2020. PMID: 32141068 Free PMC article.
Scalable and accurate deep learning with electronic health records.
Rajkomar A, Oren E, Chen K, Dai AM, Hajaj N, Hardt M, Liu PJ, Liu X, Marcus J, Sun M, Sundberg P, Yee H, Zhang K, Zhang Y, Flores G, Duggan GE, Irvine J, Le Q, Litsch K, Mossin A, Tansuwan J, Wang D, Wexler J, Wilson J, Ludwig D, Volchenboum SL, Chou K, Pearson M, Madabushi S, Shah NH, Butte AJ, Howell MD, Cui C, Corrado GS, Dean J. Rajkomar A, et al. Among authors: dai am. NPJ Digit Med. 2018 May 8;1:18. doi: 10.1038/s41746-018-0029-1. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304302 Free PMC article.
Reply: metrics to assess machine learning models.
Rajkomar A, Dai AM, Sun M, Hardt M, Chen K, Rough K, Dean J. Rajkomar A, et al. Among authors: dai am. NPJ Digit Med. 2018 Oct 10;1:57. doi: 10.1038/s41746-018-0063-z. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304336 Free PMC article. No abstract available.
Impacts of social distancing policies on mobility and COVID-19 case growth in the US.
Wellenius GA, Vispute S, Espinosa V, Fabrikant A, Tsai TC, Hennessy J, Dai A, Williams B, Gadepalli K, Boulanger A, Pearce A, Kamath C, Schlosberg A, Bendebury C, Mandayam C, Stanton C, Bavadekar S, Pluntke C, Desfontaines D, Jacobson BH, Armstrong Z, Gipson B, Wilson R, Widdowson A, Chou K, Oplinger A, Shekel T, Jha AK, Gabrilovich E. Wellenius GA, et al. Nat Commun. 2021 May 25;12(1):3118. doi: 10.1038/s41467-021-23404-5. Nat Commun. 2021. PMID: 34035295 Free PMC article.
The Supervised Hierarchical Dirichlet Process.
Dai AM, Storkey AJ. Dai AM, et al. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):243-55. doi: 10.1109/TPAMI.2014.2315802. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353239