Novel method to classify hemodynamic response obtained using multi-channel fNIRS measurements into two groups: Exploring the combinations of channels

Novel method to classify hemodynamic response obtained using multi-channel fNIRS measurements into two groups: Exploring the combinations of channels

Near-infrared spectroscopy (NIRS) in psychiatric studies has widely demonstrated that cerebral hemodynamics differs among psychiatric patients. Recently we found that children with attention attention-deficit / hyperactivity disorder (ADHD) and children with autism spectrum disorders (ASD) showed di...

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Bibliographic Details
Main Authors: Hiroko eIchikawa, Jun eKitazono, Kenji eNagata, Akira eManda, Keiichi eShimamura, Ryoichi eSakuta, Masato eOkada, Masami K Yamaguchi, So eKanazawa, Ryusuke eKakigi
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-07-01
Series:Frontiers in Human Neuroscience
Subjects:
Autism spectrum disorders (ASD)
Near-infrared spectroscopy (NIRS)
Attention-deficit / hyperactivity disorder (ADHD)
hemodynamic data
support vector machine (SVM)
sparse modeling
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00480/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00480/full

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