Assessment of machine learning classifiers for predicting intraoperative blood transfusion in non-cardiac surgery.

Journal: Transfusion clinique et biologique : journal de la Societe francaise de transfusion sanguine
PMID: 39426585

Abstract

BACKGROUND: This study aimed to develop a machine learning classifier for predicting intraoperative blood transfusion 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.
  • Jongjin Yoon
    Department of Radiology, Yonsei University College of Medicine, Seoul, Korea.
  • Chang-Hoon Koo
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea. vollock9@gmail.com.
  • Ah-Young Oh
  • Jin-Hee Kim
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, 82, Gumi 173, Bundang, Seongnam, Gyeonggi 13620, Republic of Korea.
  • Jung-Hee Ryu
    Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.

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