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Updated: Sep 9, 2025

A Spine Robotic-Assisted Navigation System for Pedicle Screw Placement
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A Spine Robotic-Assisted Navigation System for Pedicle Screw Placement

Published on: May 11, 2020

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脊髄外科における手術前ノートから手術後の安全性指標の判定におけるマルチモダル自然言語処理の評価

Kyle A Mani1, Anthony P Terraciano, Samuel N Goldman

  • 1From the Department of Orthopaedic Surgery, Albert Einstein College of Medicine, Bronx, NY (Mani, Terraciano, Goldman, Bhatta, and Shankar), and the Department of Neurological Surgery (De La Garza Ramos) and the Department of Orthopaedic Surgery, Montefiore Medical Center, Bronx, NY (Fourman, Eleswarapu).

The Journal of the American Academy of Orthopaedic Surgeons
|September 2, 2025
PubMed
まとめ

この研究は,構造化されたデータと外科医のメモを組み合わせた,多様式機械学習 (ML) モデルを開発した. 組み合わされたモデルは,構造化されたデータまたはテキストのみを使用したモデルと比較して,手術後の結果の予測を大幅に改善しました.

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