Generative adversarial DacFormer network for MRI brain tumor segmentation

Generative adversarial DacFormer network for MRI brain tumor segmentation

Abstract Current brain tumor segmentation methods often utilize a U-Net architecture based on efficient convolutional neural networks. While effective, these architectures primarily model local dependencies, lacking the ability to capture global interactions like pure Transformer. However, using pur...

Full description

Saved in:
Bibliographic Details
Main Authors: Muqing Zhang, Qiule Sun, Yutong Han, Mingli Zhang, Wei Wang, Jianxin Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Brain tumor segmentation
U-Net
Generative adversarial
Transformer
Online Access:https://doi.org/10.1038/s41598-025-02714-4
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items