High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation

Automatic image segmentation is an essential step for many medical image analysis applications, include computer-aided radiation therapy, disease diagnosis, and treatment effect evaluation. One of the major challenges for this task is the blurry nature of medical images (e.g., CT, MR and, microscopi...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 19. Juni
1. Verfasser: Zhou, Sihang (VerfasserIn)
Weitere Verfasser: Nie, Dong, Adeli, Ehsan, Yin, Jianping, Lian, Jun, Shen, Dinggang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article