Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery

Discovering imaging biomarkers for autism spectrum disorder (ASD) is critical to help explain ASD and predict or monitor treatment outcomes. Toward this end, deep learning classifiers have recently been used for identifying ASD from functional magnetic resonance imaging (fMRI) with higher accuracy t...

Full description

Saved in:
Bibliographic Details
Published in:Inf Process Med Imaging
Main Authors: Li, Xiaoxiao, Dvornek, Nicha C., Zhou, Yuan, Zhuang, Juntang, Ventola, Pamela, Duncan, James S.
Format: Artigo
Language:Inglês
Published: 2019
Subjects:
Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7519580/
https://ncbi.nlm.nih.gov/pubmed/32982121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-20351-1_56
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items