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Updated: Jun 10, 2026

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

MicroKAN: Mapping human brain microstructure using diffusion MRI and adaptive nonlinear modeling.

Yifei Chen¹, Zihan Li², Yuanhan Wang²

¹Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China; School of Biomedical Engineering, Tsinghua Medicine, Tsinghua University, Beijing, China.

|June 8, 2026

Summary

This summary is machine-generated.

MicroKAN, a novel deep learning framework using Kolmogorov-Arnold Networks, significantly accelerates diffusion MRI analysis and improves brain microstructure modeling accuracy. It offers robust self-supervised learning, enhancing efficiency and adaptability for neuroscience research.

Failed At:

2026-06-19T13:49:33.178776+00:00

Keywords:

DTI Deep learning NODDI Physics-informed neural network Self-supervised learning

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