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Updated: Jun 14, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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単一ドメインの一般化医療画像セグメンテーションのための教師-学生インスタンスレベルの対抗拡張

Zhengshan Wang, Long Chen, Xuelin Xie

    IEEE transactions on medical imaging
    |September 2, 2025
    PubMed
    まとめ

    この研究は,改善された医療画像セグメンテーションのための教師-学生インスタンスレベルアドバサリアルアグメンテーション (TSIAA) モデルを導入します. TSIAAは,インスタンスレベルの拡張と対抗学習を使用して,既存の方法を上回るデータ多様性と汎用性を強化します.

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