Psychiatry

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

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Analysis of In-Home Movement Patterns for Depression Assessment in Older Adults - A Feasibility Study.

Depression significantly impacts the wellbeing of older Australians, posing considerable challenges ...

Sep 2024 39320196
Unveiling Functional Biomarkers in Schizophrenia: Insights from Region of Interest Analysis Using Machine Learning.

BACKGROUND: Schizophrenia is a complex and disabling mental disorder that represents one of the most...

Sep 2024 39344241
MicroHDF: predicting host phenotypes with metagenomic data using a deep forest-based framework.

The gut microbiota plays a vital role in human health, and significant effort has been made to predi...

Sep 2024 39446191
Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph

We propose a model for diagnosing Autism spectrum disorder (ASD) using multimodal magnetic resonan...

Explainable AI for Autism Diagnosis: Identifying Critical Brain Regions Using fMRI Data

Early diagnosis and intervention for Autism Spectrum Disorder (ASD) has been shown to significantl...

Exploring Gaze Pattern Differences Between Autistic and Neurotypical Children: Clustering, Visualisation, and Prediction

Autism Spectrum Disorder (ASD) affects children's social and communication abilities, with eye-tra...

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis

Functional magnetic resonance imaging (fMRI) is an emerging neuroimaging modality that is commonly...

Introducing ELLIPS: An Ethics-Centered Approach to Research on LLM-Based Inference of Psychiatric Conditions

As mental health care systems worldwide struggle to meet demand, there is increasing focus on usin...

Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Wider access to therapeutic care is one of the biggest challenges in mental health treatment. Due ...

Video-based Analysis Reveals Atypical Social Gaze in People with Autism Spectrum Disorder

In this study, we present a quantitative and comprehensive analysis of social gaze in people with ...

Artificial Intelligence in Military Medicine.

Artificial intelligence (AI) has garnered significant attention for its pivotal role in the national...

Aug 2024 39028176
AI4Work Project: Human-Centric Digital Twin Approaches to Trustworthy AI and Robotics for Improved Working Conditions in Healthcare and Education Sectors.

AI and robotics aim to transform workplace landscapes in a several sectors such as manufacturing, lo...

Aug 2024 39176962
Multilayer Network of Cardiovascular Diseases and Depression via Multipartite Projection

Cardiovascular diseases (CVD) and depression exhibit significant comorbidity, which is highly pred...

Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health

Integrating physiological signals such as electroencephalogram (EEG), with other data such as inte...

Anatomical Foundation Models for Brain MRIs

Deep Learning (DL) in neuroimaging has become increasingly relevant for detecting neurological con...

Automatic rating of incomplete hippocampal inversions evaluated across multiple cohorts

Incomplete Hippocampal Inversion (IHI), sometimes called hippocampal malrotation, is an atypical a...

Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment

This study introduces 'Psycho Analyst', a custom GPT model based on OpenAI's GPT-4, optimized for ...

Natural Language Processing Accurately Differentiates Cancer Symptom Information in Electronic Health Record Narratives.

PURPOSE: Identifying cancer symptoms in electronic health record (EHR) narratives is feasible with n...

Aug 2024 39116379
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