3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI

3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI

Attention deficit hyperactivity disorder (ADHD) is one of the most common mental health disorders. As a neuro development disorder, neuroimaging technologies, such as magnetic resonance imaging (MRI), coupled with machine learning algorithms, are being increasingly explored as biomarkers in ADHD. Am...

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Bibliographic Details
Main Authors: Liang Zou, Jiannan Zheng, Chunyan Miao, Martin J. Mckeown, Z. Jane Wang
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Attention deficit hyperactive disorder
3D CNN
magnetic resonance imaging
multi-modality analysis
Online Access:https://ieeexplore.ieee.org/document/8067637/

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