Psychiatry

Bipolar Disorder

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

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Deep learning based treatment remission prediction to transcranial direct current stimulation in bipolar depression using EEG power spectral density.

Bipolar disorder is characterized by marked changes in mood and activity levels and is a leading cau...

Dec 2025 41478240
A five-year risk prediction model of cardiovascular disease in individuals with bipolar disorder: a nationwide register study from Sweden.

Cardiovascular disease (CVD) risk prediction models for the general population may not provide accur...

Dec 2025 41420114
Screening for depressive symptoms in primary and secondary school students based on speech features: A one-year longitudinal study from Jiangsu, China.

OBJECTIVE: This study aims to develop and validate an interpretable prediction model for recognizing...

Dec 2025 41422969
Integrating AI-driven technologies and facial-semantic features for depression detection: A cross-sectional study.

BACKGROUND: Depression is a major global health concern, still individuals with depressive tendencie...

Dec 2025 41421622
Differential factor effects in comorbid depressive and anxiety symptoms (CDAS): A machine learning approach to individualized mental health promotion.

BACKGROUND: Depression and anxiety comorbid presents greater severity than isolated symptoms. Tradit...

Dec 2025 41421612
Digital phenotyping of depression: A multi-modal passive sensing approach to identifying novel behavioral and physiological markers of treatment response.

BACKGROUND: Despite advances in treatment approaches for Major Depressive Disorder (MDD), significan...

Dec 2025 41435616
Emerging Strategies for Sustainable Nitrogen Activation to Ammonia.

Activating inert nitrogen (N2) under mild conditions remains a grand challenge in chemistry, constra...

Dec 2025 41406371
Urinary steroid metabolome shows adrenal, gonadal, and neuroactive steroid dysregulation in adolescents with depressive symptoms.

BACKGROUND: Steroid hormone profiles in affective disorders suggest hypothalamic-pituitary-adrenal (...

Dec 2025 41389873
Enhancing the circular economy of lithium-ion batteries: a data-driven optimisation of leaching efficiency using kernel ridge regression.

The increasing demand for lithium-ion batteries (LIBs) and the consequential accumulation of waste f...

Dec 2025 41386188
Impact of an autonomous delivery robot on sample turnaround time in a clinical laboratory: an early evaluation of first implementation.

OBJECTIVES: The aim of this study was to evaluate the impact of introducing an autonomous courier in...

Dec 2025 41364097
Development of a machine learning-based prediction model for bipolar disorder relapse via integration of 1H-NMR metabolomics and clinical features.

BACKGROUND: Bipolar disorder (BD) is a chronic psychiatric illness characterized by recurrent episod...

Dec 2025 41371367
Major depressive disorder and Hashimoto's thyroiditis: Shared immunometabolic signatures revealed by integrative transcriptomics.

Major depressive disorder (MDD) and Hashimoto's thyroiditis (HT) frequently co-occur, yet their shar...

Dec 2025 41365448
Detection of major depressive disorder in adolescents based on textual and acoustic features.

BACKGROUND: Adolescent major depressive disorder (MDD) has become a growing public health concern, w...

Nov 2025 41330510
Decoding Lithium Metal Battery Degradation with Symmetric-Cell Artificial Intelligence Diagnostics (SAID).

While the underlying crosstalk effect between cathode and anode complicates the understanding of lit...

Nov 2025 41316833
Graph-level contrastive learning with self-aware and cross-sample topology augmentation for brain disorder diagnosis using rs-fMRI.

Resting-state functional MRI (rs-fMRI) is widely used for diagnosing and analyzing brain disorders. ...

Nov 2025 41349174
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