Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

CHY Fu, M Antoniades, G Erus, JA Garcia, Y Fan… - Nature Mental …, 2024 - nature.com
Major depressive disorder (MDD) is a heterogeneous clinical syndrome with widespread
subtle neuroanatomical correlates. Our objective was to identify the neuroanatomical …

[HTML][HTML] A comprehensive review of predictive analytics models for mental illness using machine learning algorithms

MM Islam, S Hassan, S Akter, FA Jibon… - Healthcare Analytics, 2024 - Elsevier
Our emotional, psychological, and social well-being are all parts of our mental health,
influencing our thoughts, emotions, and behaviors. Mental health also influences how we …

MicroRNA classification and discovery for major depressive disorder diagnosis: Towards a robust and interpretable machine learning approach

YL Chan, CSH Ho, GWN Tay, TWK Tan… - Journal of Affective …, 2024 - Elsevier
Background Major depressive disorder (MDD) is notably underdiagnosed and undertreated
due to its complex nature and subjective diagnostic methods. Biomarker identification would …

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features

V Belov, T Erwin-Grabner, LL Zeng, CRK Ching… - arXiv preprint arXiv …, 2023 - arxiv.org
Major depressive disorder (MDD) is a complex psychiatric disorder that affects the lives of
hundreds of millions of individuals around the globe. Even today, researchers debate if …

[HTML][HTML] Systematic Review: White Matter Microstructural Organization in Adolescents With Depression

PD Radoeva, VT Milev, JI Hunt, CH Legere, SCL Deoni… - JAACAP open, 2023 - Elsevier
Objective A growing body of literature has focused on the neural mechanisms of depression.
Our goal was to conduct a systematic review on the white matter microstructural differences …

AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD …

CHY Fu, G Erus, Y Fan, M Antoniades, D Arnone… - BMC psychiatry, 2023 - Springer
Background Efforts to develop neuroimaging-based biomarkers in major depressive
disorder (MDD), at the individual level, have been limited to date. As diagnostic criteria are …

[PDF][PDF] Exploring The Efficacy Of Dietary Interventions In Neurological Disorders: A Systematic Analysis

CA Groenewald, GU Ahmed, BJ Alshehri… - Journal of Advanced …, 2024 - academia.edu
Background: Neurological diseases resulting from nervous system injuries can significantly
impact nutritional status and the physical and cognitive capacities necessary for maintaining …

Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

M Antoniades, C Fu, G Erus, J Garcia, Y Fan, D Arnone… - 2022 - researchsquare.com
Importance: Major depressive disorder (MDD) is a heterogeneous clinical syndrome with
widespread subtle neuroanatomical correlates. Identifying neuroimaging-based biomarkers …

[PDF][PDF] Journal of Population Therapeutics & Clinical Pharmacology

AS Sheikh, A Malik, M Fatima, C Adolph - researchgate.net
Introduction: Neurological diseases resulting from nervous system injuries can profoundly
impact nutritional status and compromise physical and cognitive capabilities necessary for …

[引用][C] Δίκτυα πρόβλεψης και μοντέλα της ετερογενούς απόκρισης στην θεραπεία της μείζονος καταθλιπτικής διαταραχής

Γ ΜΠΟΥΡΜΠΟΥΛΙΑ - 2017