Grouped multi-scale vision transformer for medical image segmentation

Zexuan Ji; Zheng Chen; Xiao Ma

doi:10.1038/s41598-025-95361-8

ScienceGate Book Chapters

JOURNAL ARTICLE

Grouped multi-scale vision transformer for medical image segmentation

Zexuan Ji Zheng Chen Xiao Ma

Year: 2025 Journal: Scientific Reports Vol: 15 (1)Pages: 11122-11122 Publisher: Nature Portfolio

DOI: 10.1038/s41598-025-95361-8

Get Full-Text PDF Get Analytical Report

Keywords:

Segmentation Computer science Artificial intelligence Convolutional neural network Pattern recognition (psychology) Image segmentation Scale (ratio) Feature (linguistics) Machine learning Cartography

Metrics

Cited By

14.32

FWCI (Field Weighted Citation Impact)

Refs

0.95

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

AI in cancer detection

Physical Sciences → Computer Science → Artificial Intelligence

Radiomics and Machine Learning in Medical Imaging

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Grouped multi-scale vision transformer for medical image segmentation

Metrics

Citation History

Topics

Related Documents

Multi-axis vision transformer for medical image segmentation

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

Hierarchical Multi-Scale Enhanced Transformer for Medical Image Segmentation

EMSViT: Efficient Multi Scale Vision Transformer for Biomedical Image Segmentation

CascadeMedSeg: integrating pyramid vision transformer with multi-scale fusion for precise medical image segmentation