Mine Your Own Anatomy : Revisiting Medical Image Segmentation With Extremely Limited Labels
Recent studies on contrastive learning have achieved remarkable performance solely by leveraging few labels in the context of medical image segmentation. Existing methods mainly focus on instance discrimination and invariant mapping (i.e., pulling positive samples closer and negative samples apart i...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 13. Sept.
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| 1. Verfasser: |
You, Chenyu
(VerfasserIn) |
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| Weitere Verfasser: |
Dai, Weicheng,
Liu, Fenglin,
Min, Yifei,
Dvornek, Nicha C,
Li, Xiaoxiao,
Clifton, David A,
Staib, Lawrence,
Duncan, James S |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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