Resting state network mapping in individuals using deep learning.

Patrick H Luckett,John J Lee,Ki Yun Park,Ryan V Raut,Karin L Meeker,Evan M Gordon,Abraham Z Snyder,Beau M Ances,Eric C Leuthardt,Joshua S Shimony

Frontiers in neurology（2022）

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摘要

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.

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关键词

brain mapping,deep learning,machine learning,representation of function,resting state functional MRI

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