Resting state network mapping in individuals using deep learning

202312 citationsJournal Articlegold Open Access

Authors

Patrick H. Luckett · Neurological Surgery

John J. Lee · Mallinckrodt (United States)

Ki Yun Park · Neurological Surgery

Ryan V. Raut · Allen Institute

Karin L. Meeker · Washington University in St. Louis

Evan M. Gordon · Washington University in St. Louis

Abraham Z. Snyder ·

Abstract

The 3DCNN algorithm can generate individual RSN localization maps, which are necessary for clinical applications. The similarity between 3DCNN mapping results and task-based fMRI responses supports the association of specific functional tasks with RSNs.

Topics & Keywords

Functional Brain Connectivity Studies Neural dynamics and brain function Advanced Memory and Neural Computing

UN Sustainable Development Goals

Partnerships for the goals

Publication Details

Published in: Frontiers in Neurology

Volume 13, pp. 1055437-1055437

DOI: 10.3389/fneur.2022.1055437

Field-Weighted Citation Impact: 2.16