Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A …

S Yasin, A Othmani, I Raza, SA Hussain - Computers in Biology and …, 2023 - Elsevier
Mental disorders are rapidly increasing each year and have become a major challenge
affecting the social and financial well-being of individuals. There is a need for phenotypic …

[HTML][HTML] Resting-state electroencephalogram depression diagnosis based on traditional machine learning and deep learning: A comparative analysis

H Lin, J Fang, J Zhang, X Zhang, W Piao, Y Liu - Sensors, 2024 - mdpi.com
The global prevalence of Major Depressive Disorder (MDD) is increasing at an alarming
rate, underscoring the urgent need for timely and accurate diagnoses to facilitate effective …

Effects of antipsychotic medication on functional connectivity in major depressive disorder with psychotic features

NH Neufeld, LD Oliver, BH Mulsant… - Molecular …, 2023 - nature.com
The effect of antipsychotic medication on resting state functional connectivity in major
depressive disorder (MDD) is currently unknown. To address this gap, we examined patients …

Why health anxiety needs NICE clinical guidelines

R Bailey - The Lancet Psychiatry, 2024 - thelancet.com
Health anxiety, or hypochondriasis, is a psychological disorder that is characterised by
specific worries and convictions about having or develo** a serious illness, despite …

Pharmacological treatment of psychotic depression

AJ Flint, S Banerjee - The Lancet Psychiatry, 2024 - thelancet.com
Psychotic depression is challenging to treat. Electroconvulsive therapy has long been
recognised as an effective treatment, 1 but for several reasons, including patient choice …

Maintenance treatment of psychotic depression: Is antipsychotic medication needed?

AJ Rothschild - Acta Psychiatrica Scandinavica, 2024 - search.ebscohost.com
The article discusses the treatment of psychotic depression, a serious psychiatric illness
characterized by a combination of depressed mood and psychosis. The presence of …