Psychiatry

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

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Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach.

Anomalous chromosomes are the cause of genetic diseases such as cancer, Alzheimer's, Parkinson's, ep...

Jan 2025 39911161
Proximity-based solutions for optimizing autism spectrum disorder treatment: integrating clinical and process data for personalized care.

Autism Spectrum Disorder (ASD) affects millions of individuals worldwide, presenting challenges in s...

Jan 2025 39911557
Development and application of a machine learning-based antenatal depression prediction model.

BACKGROUND: Antenatal depression (AND), occurring during pregnancy, is associated with severe outcom...

Jan 2025 39848469
From social media to artificial intelligence: improving research on digital harms in youth.

In this Personal View, we critically evaluate the limitations and underlying challenges of existing ...

Jan 2025 39855239
Guardian-BERT: Early detection of self-injury and suicidal signs with language technologies in electronic health reports.

Mental health disorders, including non-suicidal self-injury (NSSI) and suicidal behavior, represent ...

Jan 2025 39967190
Time series forecasting of bed occupancy in mental health facilities in India using machine learning.

Machine learning models are vital for forecasting and optimizing healthcare parameters, especially i...

Jan 2025 39837951
Machine learning algorithms for predicting PTSD: a systematic review and meta-analysis.

This study aimed to compare and evaluate the prediction accuracy and risk of bias (ROB) of post-trau...

Jan 2025 39838346
Unlocking autism's complexity: the e Initiative's path to comprehensive motor function analysis.

The long-standing practice of using manualized inventories and observational assessments to diagnose...

Jan 2025 39906124
Developing a Machine Learning-Based Automated Patient Engagement Estimator for Telehealth: Algorithm Development and Validation Study.

BACKGROUND: Patient engagement is a critical but challenging public health priority in behavioral he...

Jan 2025 39832353
Psychological and Behavioral Insights From Social Media Users: Natural Language Processing-Based Quantitative Study on Mental Well-Being.

BACKGROUND: Depression significantly impacts an individual's thoughts, emotions, behaviors, and mood...

Jan 2025 39832365
A machine learning-based model for predicting the risk of cognitive frailty in elderly patients on maintenance hemodialysis.

Elderly patients undergoing maintenance hemodialysis (MHD) face a heightened risk of cognitive frail...

Jan 2025 39833314
Responsible Design, Integration, and Use of Generative AI in Mental Health.

Generative artificial intelligence (GenAI) shows potential for personalized care, psychoeducation, a...

Jan 2025 39864170
Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study.

BACKGROUND: Postpartum depression (PPD) is a prevalent mental health issue with significant impacts ...

Jan 2025 39864955
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...

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...

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...

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
Patients' attitudes toward artificial intelligence (AI) in cancer care: A scoping review protocol.

BACKGROUND: Artificial intelligence broadly refers to computer systems that simulate intelligent beh...

Jan 2025 39808641
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