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MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning

Segmentation of organs or lesions from medical images plays an essential role in many clinical applications such as diagnosis and treatment planning. Though Convolutional Neural Networks (CNN) have achieved the state-of-the-art performance for automatic segmentation, they are often limited by the la...

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Podrobná bibliografie
Vydáno v:Med Image Anal
Hlavní autoři: Luo, Xiangde, Wang, Guotai, Song, Tao, Zhang, Jingyang, Aertsen, Michael, Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom, Zhang, Shaoting
Médium: Artigo
Jazyk:Inglês
Vydáno: 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7613452/
https://ncbi.nlm.nih.gov/pubmed/34118654
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2021.102102
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