Robust Subject-Wise Dictionary Learning for fMRI

Robust Subject-Wise Dictionary Learning for fMRI

This paper presents a robust subject-wise sequential dictionary learning (swsDL) algorithm named rswsDL for functional magnetic resonance imaging (fMRI) data where the negative impact of dimensionality reduction in the form of information loss and sensitivity to anomalous observations due to the ass...

Full description

Bibliographic Details
Main Authors: Muhammad Usman Khalid, Bader M. Albahlal
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Robust subject-wise analysis
fMRI
sparse representation
group-level analysis
dictionary learning
representation matrices
Online Access:https://ieeexplore.ieee.org/document/10459203/

Internet

https://ieeexplore.ieee.org/document/10459203/

Similar Items