HybridCTrm: Bridging CNN and Transformer for Multimodal Brain Image Segmentation

Multimodal medical image segmentation is always a critical problem in medical image segmentation. Traditional deep learning methods utilize fully CNNs for encoding given images, thus leading to deficiency of long-range dependencies and bad generalization performance. Recently, a sequence of Transfor...

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Detalles Bibliográficos
Autores principales: Sun, Qixuan, Fang, Nianhua, Liu, Zhuo, Zhao, Liang, Wen, Youpeng, Lin, Hongxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8500745/
https://www.ncbi.nlm.nih.gov/pubmed/34630994
http://dx.doi.org/10.1155/2021/7467261

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8500745/
https://www.ncbi.nlm.nih.gov/pubmed/34630994
http://dx.doi.org/10.1155/2021/7467261

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