Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management

Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management

Authors of this article:

Dhavalkumar Patel¹ ;   Prem Timsina¹ ;   Larisa Gorenstein² ;   Benjamin S Glicksberg³ ;   Ganesh Raut¹ ;   Satya Narayan Cheetirala¹ ;   Fabio Santana¹ ;   Jules Tamegue¹ ;   Arash Kia¹ ;   Eyal Zimlichman^{4, 5} ;   Matthew A Levin^{6, 7, 8} ;   Robert Freeman¹ ;   Eyal Klang³