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TISS-net: Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency

Accurate segmentation of brain tumors from medical images is important for diagnosis and treatment planning, and it often requires multi-modal or contrast-enhanced images. However, in practice some modalities of a patient may be absent. Synthesizing the missing modality has a potential for filling t...

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Detalles Bibliográficos
Autores principales: Wu, Jianghao, Guo, Dong, Wang, Lu, Yang, Shuojue, Zheng, Yuanjie, Shapey, Jonathan, Vercauteren, Tom, Bisdas, Sotirios, Bradford, Robert, Saeed, Shakeel, Kitchen, Neil, Ourselin, Sebastien, Zhang, Shaoting, Wang, Guotai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science Publishers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243514/
https://www.ncbi.nlm.nih.gov/pubmed/37528990
http://dx.doi.org/10.1016/j.neucom.2023.126295

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