Grouped multi-scale vision transformer for medical image segmentation

Abstract Medical image segmentation plays a pivotal role in clinical diagnosis and pathological research by delineating regions of interest within medical images. While early approaches based on Convolutional Neural Networks (CNNs) have achieved significant success, their limited receptive field con...

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Bibliographic Details
Main Authors: Zexuan Ji, Zheng Chen, Xiao Ma
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-95361-8
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