Learning Generalized Medical Image Representation by Decoupled Feature Queries

Medical images are usually collected from multiple clinical centers with various types of scanners. When confronted with such significant cross-domain distribution discrepancy, a deep network tends to capture similar patterns by multiple channels, while different cross-domain patterns are also allow...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 11. Aug.
1. Verfasser: Bi, Qi (VerfasserIn)
Weitere Verfasser: Yi, Jingjun, Zheng, Hao, Ji, Wei, Huang, Yawen, Li, Yuexiang, Zheng, Yefeng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article