Adaptive soft erasure with edge self-attention for weakly supervised semantic segmentation: Thyroid ultrasound image case study

[S U M M A R Y] Weakly supervised segmentation for medical images ease the reliance of models on pixel-level annotation while advancing the field of computer-aided diagnosis. However, the differences in nodule size in thyroid ultrasound images and the limitations of class activation maps in weakly s...

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Veröffentlicht in:Computers in biology and medicine 2022-05, Vol.144, p.105347-105347, Article 105347
Hauptverfasser: Yu, Mei, Han, Ming, Li, Xuewei, Wei, Xi, Jiang, Han, Chen, Huiling, Yu, Ruiguo
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Sprache:eng
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