Latest AI and machine learning research in bipolar disorder for healthcare professionals.
Neuroimaging-based approaches have been extensively applied to study mental illness in recent years ...
OBJECTIVE: Individuals with immune-mediated inflammatory disease (IMID) have a higher prevalence of ...
We show that the backpropagation algorithm is a special case of the generalized Expectation-Maximiza...
BACKGROUND: Bipolar disorder (BD) is a chronic illness with a high recurrence rate. Smartphones can ...
OBJECTIVES: The existence of anatomofunctional brain abnormalities in bipolar disorder (BD) is now w...
Simulation-based training is increasingly being used for assessment and training of psychomotor skil...
BACKGROUND: Concomitant use of complementary, multimodal imaging measures and neurocognitive measure...
Suicide is the tenth leading cause of death in the United States (US). An early-warning system (EWS)...
Patients with major depressive disorder (MDD) show heterogeneous treatment response and highly varia...
BACKGROUND: Informal caregivers report substantial burden and depressive symptoms which predict high...
IMPORTANCE: Little guidance exists to date on how to select antipsychotic medications for patients w...
Genome-wide association studies (GWAS) identify genetic variants associated with traits or diseases....
INTRODUCTION: Major depressive disorder (MDD) is one of the most common mental disorders worldwide. ...
BACKGROUND: In order to reduce unsuccessful treatment trials for depression, neuroimaging and geneti...
Depression or Major Depressive Disorder (MDD) is a mental illness which negatively affects how a per...
A growing literature is utilizing machine learning methods to develop psychopathology risk algorithm...
OBJECTIVE: Promptly establishing maintenance therapy could reduce morbidity and mortality in patient...
Bipolar disorder (BPD) is often confused with major depression, and current diagnostic questionnaire...
Machine learning methods show promise to translate univariate biomarker findings into clinically use...
Treating patients with major depressive disorder is challenging because it takes several months for ...
BACKGROUND: Body dysmorphic disorder (BDD) is a highly debilitating mental disorder associated with ...