Psychiatry

Bipolar Disorder

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

1,358 articles
Stay Ahead - Weekly Bipolar Disorder research updates
Subscribe
Browse Categories
Showing 274-294 of 1,358 articles
Identification of major depressive disorder based on Triple-GCN model constructed with multimodal elastic network from higher-order brain connectivity.

Major Depressive Disorder (MDD) is the common mental health disease threatening human well-being. Se...

Jan 2026 41539130
Gaborformer: A method for depression detection through hybrid acoustic feature extraction and fusion.

Depression, a complex and heterogeneous mental disorder, poses significant challenges for timely and...

Jan 2026 41513150
Depression detection from speech data using deep learning-based optimized temporal-frequency-channel attention with interpretable acoustic-prosodic mapping.

Detecting depression from voice recordings is challenging because acoustic indicators are often high...

Jan 2026 41506383
Exploring temperamental and clinical predictors of lithium treatment outcomes in bipolar disorder using diverse machine learning approaches.

BACKGROUND: Lithium is a core treatment for bipolar disorder (BD), yet clinical response varies acro...

Jan 2026 41506389
Interpretable Aging Signatures in Human Retinal Cell Types Revealed by Single-Cell RNA Sequencing and Sparse Logistic Regression.

PURPOSE: To characterize cell-type-specific transcriptional changes during human retinal aging and d...

Jan 2026 41684508
Multi-scale EEG analysis identifies neural circuit signatures of iTBS responsiveness in major depressive disorder.

BACKGROUND: Response to transcranial magnetic stimulation (TMS) in major depressive disorder (MDD) i...

Jan 2026 41506306
Is chronic low back pain related to sleep disturbances? A self-organizing maps for unsupervised machine learning-based patient phenotyping.

BACKGROUND CONTEXT: Chronic low back pain (CLBP) is a multifactorial condition and a leading cause o...

Jan 2026 41500389
Artificial intelligence in psychiatry: Current and emerging trends, clinical applications, and research gaps explored through a bibliometric analysis.

OBJECTIVE: The aim of this study is to analyze AI-based scientific publications in psychiatry using ...

Jan 2026 41499904
Plasma metabolomics identifies lipid mediators linking depression and cognitive decline in late-life depression.

BACKGROUND: Late-life depression (LLD) features recurrent episodes and frequently co-exists with cog...

Jan 2026 41483882
Machine learning detecting aggression among mood disorder patients visited in psychiatric emergency departments.

BACKGROUND: Aggression, which is highly prevalent in patients with mood disorders, has been proven v...

Jan 2026 41483885
Identifying diagnostic neuroimaging biomarkers for adolescent major depressive disorder.

BACKGROUND: The increasing incidence of adolescent depression represents a serious public health con...

Dec 2025 41482270
Advanced Machine Learning Interatomic Potential for Accelerated Atomistic Simulations of Lithiation Dynamics in Large-Scale Si@C Core-Shell Anodes.

Designing high-capacity silicon-based anodes for lithium-ion batteries is fundamentally challenged b...

Dec 2025 41474930
Optimizing depression diagnosis: fNIRS and machine learning differentiate unipolar, bipolar, and healthy states.

BACKGROUND: Differentiating Unipolar Depression (UD) from Bipolar Depression (BD) remains challengin...

Dec 2025 41478383
Biotypes of deeply phenotyped depressed patients reflect signatures of adverse childhood experience and depressive cognitive biases.

BACKGROUND: Negative Cognitive Styles (NCS) are key features of depression contributing to severe cl...

Dec 2025 41475572
Cation-Ordering-Driven Design of Superionic Lithium Halospinels.

Reducing the material cost of inorganic solid-state electrolytes is crucial to advancing all-solid-s...

Dec 2025 41453055
Korean longitudinal study on digitally optimized mental healthcare: a cohort profile.

The Korean Longitudinal Study on Digitally Optimized Mental Healthcare is an innovative multicenter ...

Dec 2025 41455494
Causal models and network instability in neurological and psychiatric disorders: Computational and clinical perspectives.

Self-diagnosis-the capacity of a system to detect and correct its own failures-is a defining propert...

Dec 2025 41448497
Browse Categories