Psychiatry

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

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Showing 2563-2583 of 7,031 articles
Machine learning-based assessment of morphometric abnormalities distinguishes bipolar disorder and major depressive disorder.

INTRODUCTION: Bipolar disorder (BD) and major depressive disorder (MDD) have overlapping clinical pr...

Jan 2025 39825893
Interpretable and integrative deep learning for discovering brain-behaviour associations.

Recent advances highlight the limitations of classification strategies in machine learning that rely...

(1)
Jan 2025 39824899
Predicting work ability impairment in post COVID-19 patients: a machine learning model based on clinical parameters.

The Post COVID-19 condition (PCC) is a complex disease affecting health and everyday functioning. Th...

(1)
Jan 2025 39821741
Natural Language Processing and Social Determinants of Health in Mental Health Research: AI-Assisted Scoping Review.

BACKGROUND: The use of natural language processing (NLP) in mental health research is increasing, wi...

(1)
Jan 2025 39819656
Predicting conversion to psychosis using machine learning: response to Cannon.

BACKGROUND: We previously reported that machine learning could be used to predict conversion to psyc...

Jan 2025 39882161
Machine learning-based prediction of illness course in major depression: The relevance of risk factors.

BACKGROUND: Major depressive disorder (MDD) comes along with an increased risk of recurrence and poo...

Jan 2025 39818338
Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial.

BACKGROUND: With increasing adoption of remote clinical trials in digital mental health, identifying...

Jan 2025 39808785
Dynamic Control of Weight-Update Linearity in Magneto-Ionic Synapses.

Multifunctional hardware technologies for neuromorphic computing are essential for replicating the c...

(4)
Jan 2025 39804804
Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder.

BACKGROUND: Anhedonia and suicidal ideation are symptoms of major depressive disorder (MDD) that are...

Jan 2025 39806393
AI-assisted neurocognitive assessment protocol for older adults with psychiatric disorders.

INTRODUCTION: Evaluating neurocognitive functions and diagnosing psychiatric disorders in older adul...

(2)
Jan 2025 39872430
Opportunities and Challenges for Clinical Practice in Detecting Depression Using EEG and Machine Learning.

Major depressive disorder (MDD) is associated with substantial morbidity and mortality, yet its diag...

Jan 2025 39860780
Exploring the triglyceride-glucose index's role in depression and cognitive dysfunction: Evidence from NHANES with machine learning support.

BACKGROUND: Depression and cognitive impairments are prevalent among older adults, with evidence sug...

(1)
Jan 2025 39805501
Application of functional near-infrared spectroscopy and machine learning to predict treatment response after six months in major depressive disorder.

Depression treatment responses vary widely among individuals. Identifying objective biomarkers with ...

(1)
Jan 2025 39799114
Application of machine learning in depression risk prediction for connective tissue diseases.

This study retrospectively collected clinical data from 480 patients with connective tissue diseases...

(1)
Jan 2025 39799210
Is Artificial Intelligence the Next Co-Pilot for Primary Care in Diagnosing and Recommending Treatments for Depression?

Depression poses significant challenges to global healthcare systems and impacts the quality of life...

(1)
Jan 2025 39846703
Multi-center brain age prediction via dual-modality fusion convolutional network.

Accurate prediction of brain age is crucial for identifying deviations between typical individual br...

Jan 2025 39826435
Musicians and researchers: two creative professions striving to improve heart health through music.

Musicians and researchers are creative professions that share many similarities. They both aim to br...

Jan 2025 39866798
Partial directed coherence analysis of resting-state EEG signals for alcohol use disorder detection using machine learning.

INTRODUCTION: Excessive alcohol consumption negatively impacts physical and psychiatric health, life...

(1)
Jan 2025 39867451
A novel muscle network approach for objective assessment and profiling of bulbar involvement in ALS.

INTRODUCTION: As a hallmark feature of amyotrophic lateral sclerosis (ALS), bulbar involvement signi...

(1)
Jan 2025 39867453
Depression-related innate immune genes and pan-cancer gene analysis and validation.

BACKGROUND: Depression, a prevalent chronic mental disorder, presents complexities and treatment cha...

Jan 2025 39867577
Brain mapping, biomarker identification and using machine learning method for diagnosis of anxiety during emotional face in preschool children.

BACKGROUND: Due to the importance and the consequences of anxiety, the goals of the current study ar...

(1)
Jan 2025 39793665
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