Automated recognition of major depressive disorder from cardiovascular and respiratory physiological signals

Automated recognition of major depressive disorder from cardiovascular and respiratory physiological signals

Major Depressive Disorder (MDD) is a neurohormonal disorder that causes persistent negative thoughts, mood and feelings, often accompanied with suicidal ideation (SI). Current clinical diagnostic approaches are solely based on psychiatric interview questionnaires. Thus, a computational intelligence...

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Bibliographic Details
Main Authors: M. Sami Zitouni, Shu Lih Oh, Jahmunah Vicnesh, Ahsan Khandoker, U. Rajendra Acharya
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Psychiatry
Subjects:
major depressive disorder
discrete wavelet transform
nonlinear features
support vector machines
marginal fisher analysis
ECG
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2022.970993/full

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https://www.frontiersin.org/articles/10.3389/fpsyt.2022.970993/full

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