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A combined deformable model and medical transformer algorithm for medical image segmentation

Deep learning–based segmentation models usually require substantial data, and the model usually suffers from poor generalization due to the lack of training data and inefficient network structure. We proposed to combine the deformable model and medical transformer neural network on the image segment...

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Detalles Bibliográficos
Autores principales: Tang, Zhixian, Duan, Jintao, Sun, Yanming, Zeng, Yanan, Zhang, Yile, Yao, Xufeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816223/
https://www.ncbi.nlm.nih.gov/pubmed/36323981
http://dx.doi.org/10.1007/s11517-022-02702-0