Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions
Accurate segmentation of lesions is crucial for diagnosis and treatment of early esophageal cancer (EEC). However, neither traditional nor deep learning-based methods up to today can meet the clinical requirements, with the mean Dice score - the most important metric in medical image analysis - hard...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 26., Seite 2676-2688
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| 1. Verfasser: |
Li, Haipeng
(VerfasserIn) |
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| Weitere Verfasser: |
Liu, Dingrui,
Zeng, Yu,
Liu, Shuaicheng,
Gan, Tao,
Rao, Nini,
Yang, Jinlin,
Zeng, Bing |
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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 image processing : a publication of the IEEE Signal Processing Society
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| Schlagworte: | Journal Article |
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