A toolbox for brain network construction and classification (BrainNetClass)

Brain functional network has been increasingly used in understanding brain functions and diseases. While many network construction methods have been proposed, the progress in the field still largely relies on static pairwise Pearson's correlation‐based functional network and group‐level compari...

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Veröffentlicht in:	Human brain mapping 2020-07, Vol.41 (10), p.2808-2826
Hauptverfasser:	Zhou, Zhen, Chen, Xiaobo, Zhang, Yu, Hu, Dan, Qiao, Lishan, Yu, Renping, Yap, Pew‐Thian, Pan, Gang, Zhang, Han, Shen, Dinggang
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain Brain - diagnostic imaging Brain - physiology brain connectome Brain research Classification Cognitive ability Connectome - methods Construction methods Diagnosis Diagnostic systems dynamic functional connectivity functional connectivity Functional magnetic resonance imaging Functionals Graphical user interface Humans Image Processing, Computer-Assisted - methods Interfaces Life Sciences & Biomedicine machine learning Magnetic Resonance Imaging - methods Nerve Net - diagnostic imaging Nerve Net - physiology Neuroimaging Neurosciences Neurosciences & Neurology prediction Radiology, Nuclear Medicine & Medical Imaging Science & Technology Software sparse representation toolbox
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