Leveraging natural language processing to elucidate real-world clinical decision-making paradigms: A proof of concept study.

Journal: Journal of biomedical informatics
Published Date: Apr 22, 2025

Abstract

BACKGROUND: Understanding how clinicians arrive at decisions in actual practice settings is vital for advancing personalized, evidence-based care. However, systematic analysis of qualitative decision data poses challenges.

Authors

  • Yaniv Alon
    School of Health Sciences, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
  • Etti Naimi
    Nursing Department, School of Health Professions, Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel.
  • Chedva Levin
    Faculty of School of Life and Health Sciences, Nursing Department, The Jerusalem College of Technology-Lev Academic Center, Jerusalem, Israel.
  • Hila Videl
    Faculty of School of Life and Health Sciences, Nursing Department, The Jerusalem College of Technology-Lev Academic Center, Jerusalem, Israel.
  • Mor Saban
    School of Health Sciences, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel. Morsaban1@tauex.tau.ac.il.

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