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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Vydáno v:	IEEE access Ročník 9; s. 1
Hlavní autoři:	Khan, Danish M., Yahya, Norashikin, Kamel, Nidal, Faye, Ibrahima
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.01.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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