Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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Recent advances in the neurogenomics of autism spectrum disorder.

Neurogenomics has provided exceptional insights into the genetic architecture underlying autism spec...

Jan 2026 41534496
Quality of Life and Decision Regret Risk in Graves' Disease After Radioactive Iodine Therapy: A Prospective Cohort Study.

OBJECTIVE: To identify pre-treatment determinants of hypothyroidism and decision regret (DR) followi...

Jan 2026 41524231
Advancing precision psychiatry: Machine learning integration with neuroimaging for early detection and diagnosis of Obsessive-Compulsive Disorder.

Early detection of Obsessive-Compulsive Disorder (OCD), a chronic mental health condition characteri...

Jan 2026 41539129
Fairness-aware K-means clustering in digital mental health for higher education students: a generalizable framework for equitable clustering.

OBJECTIVES: Higher education students, particularly those from underrepresented backgrounds, experie...

Jan 2026 41531745
Neural signatures of major depressive disorder with comorbid insomnia: Low gamma PoCG.R-INS.L connectivity as a potential biomarker.

BACKGROUND: Insomnia is a common and distressing symptom in major depressive disorder (MDD). However...

Jan 2026 41529733
P300-based support vector machine model for identifying adolescent with first-episode, drug-naïve major depressive disorder.

BACKGROUND: Major depressive disorder (MDD) is diagnosed mainly through clinical interviews, highlig...

Jan 2026 41529737
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
Empowering caregivers of individuals with autism spectrum disorder through sensor-based monitoring of emotional dysregulation: A scoping review.

OBJECTIVE: This paper critically reviews existing work in sensor-based emotional dysregulation monit...

Jan 2026 41539128
Machine learning and causal inference applied to the gut metagenome-metabolome axis reveals a link between neonatal jaundice and autism spectrum disorder.

UNLABELLED: Neonatal jaundice (NJ) might increase the risk of autism spectrum disorder (ASD) in chil...

Jan 2026 41511111
EEG-based schizophrenia classification using attention-integrated deep convolutional networks.

Schizophrenia is a complex psychiatric disorder marked by cognitive and perceptual disruptions, for ...

Jan 2026 41529582
Immunoprotective and neuroprotective properties of gut microbiome in psoriasis.

Psoriasis impacts nearly 100 million people globally and is associated with neuropsychiatric comorbi...

Jan 2026 41568321
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
An Interpretable Hybrid Neural Network Integrating Sinc-Convolution and Transformer for EEG-Based Depression Detection.

EEG recordings obtained before medication are regarded as valuable biological indicators for depress...

Jan 2026 41508896
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
Multi-view ensemble learning for EEG-based detection of Obsessive-Compulsive Disorder.

Psychiatric disorders pose a critical challenge in modern healthcare due to their high prevalence, c...

Jan 2026 41529382
Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden.

BACKGROUND: Any treatment of multiple sclerosis should preserve mental function, considering how cog...

Jan 2026 41547105
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
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