エントロピー誘導型部分アノテーションによるクロスドメインリブセグメンテーション
Yuheng Yang1, Kun You2, Haoyang He1
1College of Information Engineering, Zhejiang University of Technology, Hangzhou, China.
まとめ
本研究では、医療画像におけるリブセグメンテーションのための新しい半教師あり学習手法であるエントロピー誘導型部分アノテーション(EGPA)を紹介します。EGPAはアノテーションコストを大幅に削減し、異なるデータセット間でのモデルの適応性を向上させ、最小限のデータで完全教師あり学習手法に近い性能を達成します。
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