Psychiatry

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

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Showing 2479-2499 of 7,031 articles
Development and validation of short-term, medium-term, and long-term suicide attempt prediction models based on a prospective cohort in Korea.

BACKGROUND: This study aimed to develop and validate prediction models for short-(3 months), medium-...

Feb 2025 40058073
Deep learning imputes DNA methylation states in single cells and enhances the detection of epigenetic alterations in schizophrenia.

DNA methylation (DNAm) is a key epigenetic mark with essential roles in gene regulation, mammalian d...

Feb 2025 39986279
Multi-feature fusion method combining brain functional connectivity and graph theory for schizophrenia classification and neuroimaging markers screening.

BACKGROUND: The abnormalities in brain functional connectivity (FC) and graph topology (GT) in patie...

(1)
Feb 2025 40010076
Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review.

BACKGROUND: Conversational artificial intelligence (CAI) is emerging as a promising digital technolo...

Feb 2025 39983102
Identifying major depressive disorder among US adults living alone using stacked ensemble machine learning algorithms.

BACKGROUND: It has been increasingly recognized that adults living alone have a higher likelihood of...

Feb 2025 40066004
Proteome analysis of the prefrontal cortex and the application of machine learning models for the identification of potential biomarkers related to suicide.

INTRODUCTION: Suicide is a significant public health problem, with increased rates in low- and middl...

Feb 2025 40051599
Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification component.

BACKGROUND: Extracting psychological counseling help-seeker information from unstructured text is cr...

(1)
Feb 2025 39987777
Integrative diagnosis of psychiatric conditions using ChatGPT and fMRI data.

BACKGROUND: Traditional diagnostic methods for psychiatric disorders often rely on subjective assess...

Feb 2025 39972267
Predicting PTSD development with early post-trauma assessments: a proof-of-concept for a concise tree-based classification method.

Approximately 70% of individuals globally experience at least one traumatic event in their lifetime...

(5)
Feb 2025 39963046
A systematic literature review of machine learning techniques for the detection of attention-deficit/hyperactivity disorder using MRI and/or EEG data.

Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental condition common in teenager...

(1)
Feb 2025 39978669
Predicting mental health disparities using machine learning for African Americans in Southeastern Virginia.

This study examined mental health disparities among African Americans using AI and machine learning ...

Feb 2025 39966490
Efficient Neural Network Classification of Parkinson's Disease and Schizophrenia Using Resting-State EEG Data.

Timely identification of Parkinson's disease and schizophrenia is crucial for the effective manageme...

Feb 2025 39961960
Interpretable machine learning approaches for children's ADHD detection using clinical assessment data: an online web application deployment.

BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) is a prevalent mental disorder character...

(3)
Feb 2025 39962416
Prediction of depressive disorder using machine learning approaches: findings from the NHANES.

BACKGROUND: Depressive disorder, particularly major depressive disorder (MDD), significantly impact ...

(1)
Feb 2025 39962516
Predicting antipsychotic responsiveness using a machine learning classifier trained on plasma levels of inflammatory markers in schizophrenia.

We apply machine learning techniques to navigate the multifaceted landscape of schizophrenia. Our me...

(1)
Feb 2025 39952924
The application of artificial intelligence in the field of mental health: a systematic review.

INTRODUCTION: The integration of artificial intelligence in mental health care represents a transfor...

(1)
Feb 2025 39953464
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