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Related Experiment Video

Updated: Aug 6, 2025

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging

Published on: November 8, 2012

A microstructure estimation Transformer inspired by sparse representation for diffusion MRI.

Tianshu Zheng¹, Guohui Yan², Haotian Li¹

¹Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, Zhejiang, China.

Medical Image Analysis

|March 15, 2023

Summary

This summary is machine-generated.

This study introduces a Transformer-based deep learning framework, METSC, for faster and more accurate diffusion MRI microstructure estimation. METSC significantly accelerates imaging while maintaining high accuracy, outperforming existing methods.

Failed At:

2026-06-19T13:49:04.498247+00:00

Keywords:

Diffusion MRI Microstructural model Sparse coding Transformer

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