Explainable AI-based Deep-SHAP for mapping the multivariate relationships between regional neuroimaging biomarkers and cognition

Authors

Puskar Bhattarai, Washington University School of Medicine in St. Louis
Deepa Singh Thakuri, Washington University School of Medicine in St. Louis
Yuzheng Nie, Washington University School of Medicine in St. Louis
Ganesh B Chand, Washington University School of Medicine in St. Louis

Journal

European Journal of Radiology

Publication Date

5-1-2024

Volume

174

First Page

111403

Document Type

Open Access Publication

DOI

10.1016/j.ejrad.2024.111403

Rights and Permissions

Bhattarai P, Thakuri DS, Nie Y, Chand GB. Explainable AI-based Deep-SHAP for mapping the multivariate relationships between regional neuroimaging biomarkers and cognition. Eur J Radiol. 2024 May;174:111403. doi: 10.1016/j.ejrad.2024.111403. © 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/bync-nd/4.0/).

Recommended Citation

Bhattarai, Puskar; Thakuri, Deepa Singh; Nie, Yuzheng; and Chand, Ganesh B, "Explainable AI-based Deep-SHAP for mapping the multivariate relationships between regional neuroimaging biomarkers and cognition." European Journal of Radiology. 174, 111403 (2024).
https://digitalcommons.wustl.edu/oa_4/5503

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.