Psychiatry

Bipolar Disorder

Latest AI and machine learning research in bipolar disorder for healthcare professionals.

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Showing 1-21 of 1,090 articles
Passive Screening for Depressive Symptoms Using Daily Wrist Actigraphy and Deep Learning: Model Development and Validation Study.

BACKGROUND: Depressive symptoms are common yet often underrecognized in routine care, underscoring t...

Jul 2026 42456159
Predicting comorbid anxiety in adolescents with major depressive disorder: an EEG-based machine learning approach with SHAP interpretability.

Comorbid anxiety in adolescents with major depressive disorder (adMDD) is linked to higher suicide r...

Jul 2026 42448661
Unifying the hallmarks of major depression through neuroimmune-metabolic-oxidative (NIMETOX) dysregulation: a mechanistic systems framework.

Current state-of-the-art neuroimmune, metabolic, and oxidative stress (NIMETOX) knowledge that has b...

Jul 2026 42437805
Frequency-decomposed EEG microstate analysis reveals altered cross-frequency coordination in adolescent major depressive disorder.

Adolescent major depressive disorder (MDD) involves alterations in large‑scale brain network dynamic...

Jul 2026 42435240
A PCA-enhanced XGBoost framework for combined SOC and SOH estimation in lithium-ion batteries.

Accurate estimation of State of Charge (SOC) and State of Health (SOH) is critical for safe and reli...

Jul 2026 42436155
Discovering Early-Stage Gas Generation Kinetics Enables Thermal Runaway Early Warning in Lithium-Ion Batteries.

Early warning of thermal runaway (TR) in lithium-ion batteries remains constrained, as conventional ...

Jul 2026 42423549
Can speech reveal mental health status? A study of linguistic features across multiple samples of at-risk adults.

An urgent challenge in clinical science is the reliable detection of psychiatric risk in the afterma...

Jul 2026 42423687
A Quantitative Electrostatic Potential Descriptor Enables Deep Learning-Accelerated Discovery of High-Performance Lithium-Ion Battery Electrolytes.

Rational electrolyte design for high-energy-density lithium-ion batteries (LIBs) urgently demands pr...

Jul 2026 42424155
Machine learning model based on spontaneous brain activity detected by functional MRI for distinguishing unipolar depression from bipolar disorder.

BACKGROUND: The therapeutic strategies for bipolar disorder (BD) and unipolar depression (UD) are qu...

Jul 2026 42425243
Predicting Psychiatric Readmission of Children and Adolescents Using Machine Learning.

INTRODUCTION: Recurrent psychiatric hospitalizations in youth are costly and burdensome to patients ...

Jul 2026 42421253
Neural-network deep potential models for lithium adsorption on C-N-O-modified carbon materials.

Machine-learned interatomic potentials are developed for C-N-O-Li systems that are relevant to lithi...

Jul 2026 42300628
Bioinformatics analysis reveals the characteristics of immune microenvironment in major depressive disorder and vitiligo.

BACKGROUND: Major depressive disorder (MDD) and vitiligo often occur together, worsening patient out...

Jul 2026 42418414
Ecological assessment of transdiagnostic clinical symptoms in serious mental illness with daily smartphone surveys.

Clinical symptoms in serious mental illness (SMI) fluctuate dynamically, yet standard interview-base...

Jul 2026 42409775
Neuroimaging-derived biotypes of self-reported insomnia symptoms are differentially associated with affective symptoms.

BACKGROUND: Sleep problems are among the most prevalent health complaints during adolescence and sho...

Jul 2026 42398825
Association of lipid profiles with suicide attempts in young adults with first-episode drug-naive major depressive disorder: a gender-specific analysis.

Major depressive disorder (MDD) is strongly associated with suicide risk. While lipid metabolism dys...

Jun 2026 42380411
A Review of Failure Modes and Safety Strategies of Lithium-Ion Batteries from Materials to Systems.

Lithium-ion batteries (LIBs) have rapidly proliferated due to their high energy density, fast chargi...

Jun 2026 42376912
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