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Dhavalkumar Patel
Dhavalkumar Patel
Mount Sinai Health System
mountsinai.org üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room
BS Glicksberg, P Timsina, D Patel, A Sawant, A Vaid, G Raut, ...
Journal of the American Medical Informatics Association 31 (9), 1921-1928, 2024
282024
Predicting adult hospital admission from emergency department using machine learning: an inclusive gradient boosting model
D Patel, SN Cheetirala, G Raut, J Tamegue, A Kia, B Glicksberg, ...
Journal of Clinical Medicine 11 (23), 6888, 2022
162022
The limits of prompt engineering in medical problem-solving: a comparative analysis with ChatGPT on calculation based USMLE medical questions
D Patel, G Raut, E Zimlichman, SN Cheetirala, G Nadkarni, BS Glicksberg, ...
MedRxiv, 2023.08. 06.23293710, 2023
72023
Evaluating prompt engineering on GPT-3.5’s performance in USMLE-style medical calculations and clinical scenarios generated by GPT-4
D Patel, G Raut, E Zimlichman, SN Cheetirala, GN Nadkarni, ...
Scientific Reports 14 (1), 17341, 2024
42024
Exploring temperature effects on large language models across various clinical tasks
D Patel, P Timsina, G Raut, R Freeman, MA levin, GN Nadkarni, ...
medRxiv, 2024.07. 22.24310824, 2024
42024
Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services
D Patel, G Raut, SN Cheetirala, GN Nadkarni, R Freeman, BS Glicksberg, ...
arXiv preprint arXiv:2412.06044, 2024
22024
Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of …
D Patel, P Timsina, L Gorenstein, BS Glicksberg, G Raut, SN Cheetirala, ...
JMIR AI 3 (1), e52190, 2024
12024
Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation
KAN Nguyen, D Patel, M Edalati, M Sevillano, P Timsina, R Freeman, ...
Journal of Clinical Medicine 14 (4), 1175, 2025
2025
Comparative Analysis of a Large Language Model and Machine Learning Method for Prediction of Hospitalization from Nurse Triage Notes: Implications for Machine Learning-based …
D Patel, G Raut, E Zimlichman, SN Cheetirala, G Nadkarni, BS Glicksberg, ...
medRxiv, 2023.08.07.23293699, 2023
2023
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