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Updated: Jan 13, 2026

A Model to Simulate Clinically Relevant Hypoxia in Humans
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A Model to Simulate Clinically Relevant Hypoxia in Humans

Published on: December 22, 2016

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小児患者の全身麻酔下における低酸素症予測のための機械学習：後向き観察研究および外部検証

Sujin Baek1,2, Jung-Bin Park3, Jihye Heo4

  • 1Department of Anesthesiology and Pain Medicine, Chungnam National University Hospital, Daejeon, Republic of Korea.

PloS one
|January 8, 2026
PubMed
まとめ

機械学習モデルは、全身麻酔中の小児患者における低酸素症を予測できる。Transformerモデルは強力な外部検証を示し、麻酔中の高度なモニタリングを通じて患者の安全性を向上させる。

キーワード:
小児全身麻酔低酸素症機械学習Transformerモデル患者安全モニタリング

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