Learning from multiple annotators for medical image segmentation

highlights•A novel deep CNN architecture is proposed for jointly learning the expert consensus label and the annotator’s label. The proposed architecture (Fig. 1) consists of two coupled CNNs where one estimates the expert consensus label probabilities and the other models the characteristics of ind...

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Veröffentlicht in:	Pattern recognition 2023-06, Vol.138, p.109400-None, Article 109400
Hauptverfasser:	Zhang, Le, Tanno, Ryutaro, Xu, Moucheng, Huang, Yawen, Bronik, Kevin, Jin, Chen, Jacob, Joseph, Zheng, Yefeng, Shao, Ling, Ciccarelli, Olga, Barkhof, Frederik, Alexander, Daniel C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Label fusion Multi-Annotator Segmentation
Online-Zugang:	Volltext
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