Resting-state brain activity can predict target-independent aptitude in fMRI-neurofeedback training

Resting-state brain activity can predict target-independent aptitude in fMRI-neurofeedback training

Neurofeedback (NF) aptitude, which refers to an individual's ability to change brain activity through NF training, has been reported to vary significantly from person to person. The prediction of individual NF aptitudes is critical in clinical applications to screen patients suitable for NF tre...

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Bibliographic Details
Main Authors: Takashi Nakano, Masahiro Takamura, Haruki Nishimura, Maro G. Machizawa, Naho Ichikawa, Atsuo Yoshino, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Makiko Yamada, Tetsuya Suhara, Junichiro Yoshimoto
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:NeuroImage
Subjects:
Neurofeedback with functional MRI
Prediction of neurofeedback aptitude, Resting-state functional connectivity
Partial least square regression
Generalization to independent test data
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921010053

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http://www.sciencedirect.com/science/article/pii/S1053811921010053

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