Data-Oriented Octree Inverse Hierarchical Order Aggregation Hybrid Transformer-CNN for 3D Medical Segmentation.

The hybrid CNN-transformer structures harness the global contextualization of transformers with the local feature acuity of CNNs, propelling medical image segmentation to the next level. However, the majority of research has focused on the design and composition of hybrid structures, neglecting the...

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Detalles Bibliográficos
Publicado en:Journal of Imaging Informatics in Medicine Vol. 38; no. 5; pp. 3168 - 3182
Autores principales: Li, Yuhua, Jiang, Shan, Yang, Zhiyong, Wang, Lixiang, Wang, Liwen, Zhou, Zeyang
Formato: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Publicado: Springer Nature Oct2025
Acceso en línea:Ver este registro en EBSCOhost