Latest AI and machine learning research in bipolar disorder for healthcare professionals.
OBJECTIVE: Major depressive disorder (MDD) is a systemic and multifactorial disorder that involves a...
In establishing prognostic models, often aided by machine learning methods, much effort is concentra...
BACKGROUND: Major depressive (MD) disorder is a serious psychiatric disorder that can result in suic...
From the statistical learning perspective, this paper shows a new direction for the use of growth mi...
Major depressive disorder (MDD) is a critical cause of morbidity and disability with an economic cos...
The ability to predict psychiatric readmission would facilitate the development of interventions to ...
Improved clinical care for Bipolar Disorder (BD) relies on the identification of diagnostic markers ...
BACKGROUND: Growing evidence documents the potential of machine learning for developing brain based ...
Neuroimaging-based single subject prediction of brain disorders has gained increasing attention in r...
Diagnosis, clinical management and research of psychiatric disorders remain subjective - largely gui...
BACKGROUND: Exposure to psychotropic agents, including lithium, antipsychotics and antidepressants, ...
Previous studies have reported abnormalities of white-matter diffusivity in pediatric bipolar disord...
Ecological momentary assessment (EMA; Stone & Shiffman, 1994) was utilized to examine affective inst...
Depression is a disease that can dramatically lower quality of life. Symptoms of depression can rang...
OBJECTIVE: The study was designed to validate use of electronic health records (EHRs) for diagnosing...
Feature selection is an important step in many pattern recognition systems aiming to overcome the so...
Suicidal ideation in obsessive-compulsive disorder (OCD) is common and clinically significant, yet m...
Comprehensive wiring diagrams from electron microscopy (EM) are a powerful tool to understand the in...
Background: Aberrations in neuro-immune, metabolic, and oxidative stress (NIMETOX) pathways are impl...
The ability to adjust to changing environments (cognitive flexibility) and optimal decision-making a...
Brain similarity networks (BSNs), extracted from structural magnetic resonance imaging, provide a va...