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Updated: Feb 19, 2026

Intra-Operative Neural Monitoring of Thyroid Surgery in a Porcine Model
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Intra-Operative Neural Monitoring of Thyroid Surgery in a Porcine Model

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モデルの複雑さを正当化する: 麻酔下での手術中のノシセプションモニタリングのための古典的なモデルと比較して転送学習を評価する

Chanseo Lee1,2, Jaihyoung Lee1,2, Kimon-Aristotelis Vogt2,3

  • 1Yale School of Medicine, New Haven, Connecticut, United States of America.

PloS one
|February 17, 2026
PubMed
まとめ

術後におけるノシセプション検出のための古典的な機械学習モデルは,ディープラーニングを上回った. よりシンプルで解釈可能なモデルは,手術周辺の環境でより高い精度,効率,および操作の簡素性を提供します.

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