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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

JMIR AI
2024-08-27 | Journal article
Contributors: Dhavalkumar Patel; Prem Timsina; Larisa Gorenstein; Benjamin S Glicksberg; Ganesh Raut; Satya Narayan Cheetirala; Fabio Santana; Jules Tamegue; Arash Kia; Eyal Zimlichman et al.
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Exploring Temperature Effects on Large Language Models Across Various Clinical Tasks

2024-07-22 | Preprint
Contributors: Dhavalkumar Patel; Prem Timsina; Ganesh Raut; Robert Freeman; Matthew A levin; Girish N Nadkarni; Benjamin S Glicksberg; Eyal Klang
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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

JMIR Formative Research
2023-10-26 | Journal article
Contributors: Kim-Anh-Nhi Nguyen; Pranai Tandon; Sahar Ghanavati; Satya Narayana Cheetirala; Prem Timsina; Robert Freeman; David Reich; Matthew A Levin; Madhu Mazumdar; Zahi A Fayad et al.
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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 (Preprint)

2023-08-25 | Preprint
Contributors: Dhavalkumar Patel; Prem Timsina; Larisa Gorenstein; Benjamin S Glicksberg; Ganesh Raut; Satya Narayan Cheetirala; Fabio Santana; Jules Tamegue; Arash Kia; Eyal Zimlichman et al.
Source: check_circle
Crossref

The Limits of Prompt Engineering in Medical Problem-Solving: A Comparative Analysis with ChatGPT on calculation based USMLE Medical Questions

2023-08-09 | Preprint
Contributors: Dhavalkumar Patel; Ganesh Raut; Eyal Zimlichman; Satya Narayan Cheetirala; Girish Nadkarni; Benjamin S Glicksberg; Robert Freeman; Prem Timsina; Eyal Klang
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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 (Preprint)

2023-03-01 | Preprint
Contributors: Kim-Anh-Nhi Nguyen; Pranai Tandon; Sahar Ghanavati; Satya Narayana Cheetirala; Prem Timsina; Robert Freeman; David Reich; Matthew A Levin; Madhu Mazumdar; Zahi A Fayad et al.
Source: check_circle
Crossref