Feasibility of a Machine Learning Classifier for Predicting Post-Induction Hypotension in Non-Cardiac Surgery.

Journal: Yonsei medical journal
PMID: 39999991

Abstract

PURPOSE: To develop a machine learning (ML) classifier for predicting post-induction hypotension (PIH) in non-cardiac surgeries.

Authors

  • Insun Park
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
  • Jae Hyon Park
    Department of Radiology, Yonsei University College of Medicine, Seoul, Korea.
  • Young Hyun Koo
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
  • Chang-Hoon Koo
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea. vollock9@gmail.com.
  • Bon-Wook Koo
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, 82, Gumi 173, Bundang, Seongnam, Gyeonggi 13620, Republic of Korea.
  • Jin-Hee Kim
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, 82, Gumi 173, Bundang, Seongnam, Gyeonggi 13620, Republic of Korea.
  • Ah-Young Oh

Keywords

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