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Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management.
Patel D, Timsina P, Gorenstein L, Glicksberg BS, Raut G, Cheetirala SN, Santana F, Tamegue J, Kia A, Zimlichman E, Levin MA, Freeman R, Klang E. Patel D, et al. Among authors: cheetirala sn. JMIR AI. 2024 Aug 27;3:e52190. doi: 10.2196/52190. JMIR AI. 2024. PMID: 39190905 Free PMC article.
A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation.
Nguyen KA, Tandon P, Ghanavati S, Cheetirala SN, Timsina P, Freeman R, Reich D, Levin MA, Mazumdar M, Fayad ZA, Kia A. Nguyen KA, et al. Among authors: cheetirala sn. JMIR Form Res. 2023 Oct 26;7:e46905. doi: 10.2196/46905. JMIR Form Res. 2023. PMID: 37883177 Free PMC article.