Psychiatry

Bipolar Disorder

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

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Trajectories of affective disorders-the central structures of CRC/TRRĀ 393.

The recurrent and often unpredictable course of affective disorders poses aĀ critical challenge for l...

Nov 2025 41296286
Battery SOH estimation based on thermodynamic parameters from an electrochemical fractional-order model and LSTM.

Accurate state of health (SOH) estimation is vital for lithium-ion battery safety and performance. S...

Nov 2025 41488788
Accurate prediction of NCM batteries recovery process under machine learning: Mechanism analysis and industrial application.

Effective recycling of spent LiNixCoyMn1-x-yO2 (NCM) battery is crucial to ensure sustainability of ...

Nov 2025 41308351
Linking speech patterns to brain structure in affective and psychotic disorders: an integrative natural language processing approach.

Language disturbances are central features of serious mental illnesses, yet traditional clinical ass...

Nov 2025 41266876
Trajectories of affective disorders: neurobiological mechanisms during symptom change.

Effective treatment of affective disorders (AD) requires aĀ deep understanding of the underlying neur...

Nov 2025 41263959
Early identification of pediatric depression in western China: A multicenter, citywide evaluation of nine machine learning models.

BACKGROUND: Childhood depression is an emerging global concern, yet knowledge and early detection to...

Nov 2025 41265655
Emotion classification using gait biomechanics and machine learning.

BACKGROUND: Emerging research suggests that emotions alter the way people walk, suggesting gait data...

Nov 2025 41275728
LBMS-SAM: Segment anything model guided SEM image segmentation for lithium battery materials.

We conduct a comprehensive study on the quality inspection of lithium battery materials, which evalu...

Nov 2025 41289643
Engineering of Stabilized Ru-Based Proton Exchange Membrane Water Electrolysis.

Proton exchange membrane water electrolysis (PEMWE) is a promising blueprint for the industrial prod...

Nov 2025 41230934
Unconscious elevated bottom-up processing in depression: Insights from dynamic causal modeling with EEG and fMRI.

INTRODUCTION: MRI compatible EEG systems enable simultaneous EEG-fMRI data assessment, which provide...

Nov 2025 41224023
An Internet of Things operating room platform for neurosurgery.

OBJECTIVE: The operating room (OR) is a data-rich environment and largely follows closed-door polici...

Nov 2025 41202305
Machine learning prediction of suicide attempts in major depression: Feature selection and model development using national survey data.

BACKGROUND: The study aimed to explore the risk factors of suicidal attempts (SA) in patients with m...

Nov 2025 41197916
Integrating structural and functional brain features to classify major depressive disorder: a multi modal approach.

Major Depressive Disorder (MDD) is a common mental disorder that markedly impairs psychosocial funct...

Oct 2025 41167431
Screening for depression risk in asthma patients: Development and external validation of a machine learning-based predictive model.

BACKGROUND: Depression is prevalent among asthma patients, negatively impacting their quality of lif...

Oct 2025 41151724
Interpretable machine learning models for predicting depression status and remission three years later in older adults in China: A longitudinal study.

BACKGROUND: Depression significantly impacts older adults, making it valuable to use machine learnin...

Oct 2025 41284533
Uncovering predictors of bipolar II conversion to bipolar I: A machine learning analysis of national health records in Taiwan.

BACKGROUND: Bipolar II disorder (BD-II) can progress to bipolar I disorder (BD-I), carrying profound...

Oct 2025 41138948
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