• Crit Care Explor · Jun 2021

    Impact of Different Approaches to Preparing Notes for Analysis With Natural Language Processing on the Performance of Prediction Models in Intensive Care.

    • Malini Mahendra, Yanting Luo, Hunter Mills, Gundolf Schenk, Atul J Butte, and R Adams Dudley.
    • Department of Pediatrics, Division of Pediatric Critical Care, UCSF Benioff Children's Hospital, University of California San Francisco, San Francisco, CA.
    • Crit Care Explor. 2021 Jun 1; 3 (6): e0450.

    AbstractTo evaluate whether different approaches in note text preparation (known as preprocessing) can impact machine learning model performance in the case of mortality prediction ICU.Copyright © 2021 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of the Society of Critical Care Medicine.

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