MINTFormer: Multi-Scale Information Aggregation with CSWin Vision Transformer for Medical Image Segmentation

Transformers have been extensively utilized as encoders in medical image segmentation; however, the information that an encoder can capture is inherently limited. In this study, we propose MINTFormer, which introduces a Heterogeneous encoder that integratesCSWin and MaxViT to fully exploit the poten...

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Bibliographic Details
Main Authors: Chao Deng, Xiao Qin
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8626
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