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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Med Image Anal
Prif Awduron: Luo, Xiangde, Wang, Guotai, Song, Tao, Zhang, Jingyang, Aertsen, Michael, Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom, Zhang, Shaoting
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2021
Pynciau:
Mynediad Ar-lein: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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