Identifying major depressive disorder based on cerebral blood flow and brain structure: An explainable multimodal learning study
J Hu, Y Hou, B Peng, B Liao, Z Xu, G Hou… - Journal of Psychiatric …, 2025 - Elsevier
Magnetic resonance imaging (MRI) offers non-invasive assessments of brain structure and
function for analyzing brain disorders. With the increasing accumulation of multimodal MRI …
function for analyzing brain disorders. With the increasing accumulation of multimodal MRI …
Deep learning-based multimodality classification of chronic mild traumatic brain injury using resting-state functional MRI and PET imaging
Mild traumatic brain injury (mTBI) is a public health concern. The present study aimed to
develop an automatic classifier to distinguish between patients with chronic mTBI (n= 83) …
develop an automatic classifier to distinguish between patients with chronic mTBI (n= 83) …
Enhancing Major Depressive Disorder Diagnosis with Dynamic-Static Fusion Graph Neural Networks
Major Depressive Disorder (MDD) is a debilitating, complex mental condition with unclear
mechanisms hindering diagnostic progress. Research links MDD to abnormal brain …
mechanisms hindering diagnostic progress. Research links MDD to abnormal brain …
Deep Learning Approach for Predicting Psychodiagnosis
Z Samia, K Chahinez - Acta Informatica Pragensia, 2024 - ceeol.com
Artificial intelligence methods, especially deep learning, have seen increasing application in
analysing personality and occupational data to identify individuals with psychological and …
analysing personality and occupational data to identify individuals with psychological and …
EEG-Based Depression Classification and Brain Region Analysis Using a Hybrid of NeuCube and Dictionary Learning Framework
The Study of depression and its effects on the brain is essential since this common mental
health disorder affects millions. In addition to disturbing emotional and cognitive processes …
health disorder affects millions. In addition to disturbing emotional and cognitive processes …
[PDF][PDF] Αξιολόγηση της ποιότητας αναφοράς μελετών βαθιάς μάθησης για την κατάθλιψη με τη χρήση των κριτηρίων ελέγχου CLAIM
ΝΑ Κουτσόγιαννης - 2023 - ir.lib.uth.gr
Introduction: Major depressive disorder (MDD) is a highly prevalent mental disorder
worldwide and occurs to people of various ages, with enormous social and economic …
worldwide and occurs to people of various ages, with enormous social and economic …
[图书][B] Developing Novel Machine Learning Approaches for Classification of Mild Traumatic Brain Injury
F Vedaei - 2023 - search.proquest.com
Traumatic brain injury (TBI) is one of the common brain diseases and a public health
concern. It causes significant social burden affecting people's quality of life depending on …
concern. It causes significant social burden affecting people's quality of life depending on …
Nivel de estrés laboral y la asociación con trastorno ansioso y depresivo en los internos rotativos en los distintos servicios del Hospital Vicente Corral Moscoso en el …
VA Moscoso Palacios, AE Serrano Jaramillo - 2023 - dspace.ucuenca.edu.ec
Background: work stress is a pathology of great interest, because it negatively affects
people's health, it can be associated with depression and anxiety as they are mental …
people's health, it can be associated with depression and anxiety as they are mental …