Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k -support norm

Author:

Belilovsky Eugene,Gkirtzou Katerina,Misyrlis Michail,Konova Anna B.,Honorio JeanORCID,Alia-Klein Nelly,Goldstein Rita Z.,Samaras Dimitris,Blaschko Matthew B.

Funder

NIA

DIGITEO

European Commission

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

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1. Interaction between the prefrontal and visual cortices supports subjective fear;Philosophical Transactions of the Royal Society B: Biological Sciences;2024-07-15

2. Real-Time Passive Acoustic Mapping Using Sparse Matrix Multiplication;IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control;2021-01

3. Abnormal Connectivity Within Anterior Cortical Midline Structures in Bipolar Disorder: Evidence From Integrated MRI and Functional MRI;Frontiers in Psychiatry;2019-10-29

4. Identification of Brain Functional Networks Using a Model-Based Approach;International Journal of Pattern Recognition and Artificial Intelligence;2019-10-16

5. Improved Diagnostic Accuracy in Dependent Personality Disorders: A Comparative Study of Neural Architectures and Hybrid Approaches on Functional Magnetic Resonance Imaging Data;Journal of Medical Imaging and Health Informatics;2019-05-01

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