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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: raut g. JMIR AI. 2024 Aug 27;3:e52190. doi: 10.2196/52190. JMIR AI. 2024. PMID: 39190905 Free PMC article.
Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation.
Tandon P, Nguyen KA, Edalati M, Parchure P, Raut G, Reich DL, Freeman R, Levin MA, Timsina P, Powell CA, Fayad ZA, Kia A. Tandon P, et al. Among authors: raut g. Bioengineering (Basel). 2024 Jun 19;11(6):626. doi: 10.3390/bioengineering11060626. Bioengineering (Basel). 2024. PMID: 38927862 Free PMC article.
p38MAPKα Stromal Reprogramming Sensitizes Metastatic Breast Cancer to Immunotherapy.
Faget DV, Luo X, Inkman MJ, Ren Q, Su X, Ding K, Waters MR, Raut GK, Pandey G, Dodhiawala PB, Ramalho-Oliveira R, Ye J, Cole T, Murali B, Zheleznyak A, Shokeen M, Weiss KR, Monahan JB, DeSelm CJ, Lee AV, Oesterreich S, Weilbaecher KN, Zhang J, DeNardo DG, Stewart SA. Faget DV, et al. Among authors: raut gk. Cancer Discov. 2023 Jun 2;13(6):1454-1477. doi: 10.1158/2159-8290.CD-22-0907. Cancer Discov. 2023. PMID: 36883955 Free PMC article.
13 results