A machine learning model using clinical notes to identify physician fatigue

Abstract Clinical notes should capture important information from a physician-patient encounter, but they may also contain signals indicative of physician fatigue. Using data from 129,228 emergency department (ED) visits, we train a model to identify notes written by physicians who are likely to be...

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Bibliographic Details
Main Authors: Chao-Chun Hsu, Ziad Obermeyer, Chenhao Tan
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-60865-4
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