Automated Diagnosis of Major Depressive Disorder using Brain Effective Connectivity and 3D Convolutional Neural Network

Major depressive disorder (MDD), which is also known as unipolar depression, is one of the leading sources of functional frailty. MDD is mostly a chronic disorder that requires a long duration of treatment and clinical management. One of the critical issues in MDD treatment is the need for it's...

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Bibliographic Details
Published in:	IEEE access Vol. 9; p. 1
Main Authors:	Khan, Danish M., Yahya, Norashikin, Kamel, Nidal, Faye, Ibrahima
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	3D Convolutional Neural Networks (CNN) Algorithms Artificial neural networks Brain Brain Effective Connectivity Brain modeling Default Mode Network (DMN) Depression Diagnosis Electroencephalography Indexes Major Depressive Disorder (MDD) Mental depression Mood Neural networks Partial Directed Coherence (PDC) Task analysis Three-dimensional displays
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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