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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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Dades bibliogràfiques
Publicat a:Med Image Anal
Autors principals: Luo, Xiangde, Wang, Guotai, Song, Tao, Zhang, Jingyang, Aertsen, Michael, Deprest, Jan, Ourselin, Sebastien, Vercauteren, Tom, Zhang, Shaoting
Format: Artigo
Idioma:Inglês
Publicat: 2021
Matèries:
Accés en línia: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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