ADHD Children Identification With Multiview Feature Fusion of fNIRS Signals

Attention-deficit/hyperactivity disorder (ADHD) is one of highly prevalent neurodevelopmental disorders in children. It is of great value to find an objective, simple and non-invasive diagnosis method to compliment current diagnostic criteria. A discriminant correlation analysis (DCA) based multi-vi...

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Veröffentlicht in:	IEEE sensors journal 2022-07, Vol.22 (13), p.13536-13543
Hauptverfasser:	Gu, Yue, Miao, Shuo, Yang, Jian, Li, Xiaoli
Format:	Artikel
Sprache:	eng
Schlagworte:	Attention deficit hyperactivity disorder classification Correlation Correlation analysis Covariance matrices Diagnosis Feature extraction feature fusion Functional near-infrared spectroscopy Infrared spectra Medical imaging Near infrared radiation Pediatrics Sensors Spectroscopy Support vector machines Task analysis
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