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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 Trans Image Process
Hauptverfasser: Zhou, Sihang, Nie, Dong, Adeli, Ehsan, Yin, Jianping, Lian, Jun, Shen, Dinggang
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8195630/
https://ncbi.nlm.nih.gov/pubmed/31226074
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TIP.2019.2919937
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