Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation

Data distribution gaps often pose significant challenges to the use of deep segmentation models. However, retraining models for each distribution is expensive and time-consuming. In clinical contexts, device-embedded algorithms and networks, typically unretrainable and unaccessable post-manufacture,...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 29. Juli
1. Verfasser: Zhang, Tianyang (VerfasserIn)
Weitere Verfasser: Zheng, Shaoming, Cheng, Jun, Jia, Xi, Bartlett, Joseph, Cheng, Xinxing, Qiu, Zhaowen, Fu, Huazhu, Liu, Jiang, Leonardis, Ales, Duan, Jinming
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article