Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset

Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset

Brain decoding aims to infer cognitive states from patterns of brain activity. Substantial inter-individual variations in functional brain organization challenge accurate decoding performed at the group level. In this paper, we tested whether accurate brain decoding models can be trained entirely at...

Full description

Bibliographic Details
Main Authors: Shima Rastegarnia, Marie St-Laurent, Elizabeth DuPre, Basile Pinsard, Pierre Bellec
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:NeuroImage
Subjects:
Individual brain models
Dense sampling
fMRI
Machine learning
Deep learning
Decoding cognitive states
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923005463

Internet

http://www.sciencedirect.com/science/article/pii/S1053811923005463

Similar Items