Psychiatry

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

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Visual Attention Graph

Visual attention plays a critical role when our visual system executes active visual tasks by inte...

Predicting and Understanding College Student Mental Health with Interpretable Machine Learning

Mental health issues among college students have reached critical levels, significantly impacting ...

Accodemy: AI Powered Code Learning Platform to Assist Novice Programmers in Overcoming the Fear of Coding

Computer programming represents a rapidly evolving and sought-after career path in the 21st centur...

Learning 3D Medical Image Models From Brain Functional Connectivity Network Supervision For Mental Disorder Diagnosis

In MRI-based mental disorder diagnosis, most previous studies focus on functional connectivity net...

The order in speech disorder: a scoping review of state of the art machine learning methods for clinical speech classification

Background:Speech patterns have emerged as potential diagnostic markers for conditions with varyin...

Leveraging LLMs for Mental Health: Detection and Recommendations from Social Discussions

Textual data from social platforms captures various aspects of mental health through discussions a...

Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation

Depression is a widespread mental health disorder, and clinical interviews are the gold standard f...

From statistics to deep learning: Using large language models in psychiatric research.

BACKGROUND: Large Language Models (LLMs) hold promise in enhancing psychiatric research efficiency. ...

Mar 2025 39777756
NNFit: A Self-Supervised Deep Learning Method for Accelerated Quantification of High-Resolution Short-Echo-Time MR Spectroscopy Datasets.

Purpose To develop and evaluate the performance of NNFit, a self-supervised deep learning method for...

Mar 2025 39812584
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography.

Autism Spectrum Disorder (ASD) is a disorder of brain growth with great variability whose clinical p...

Mar 2025 39962835
Virtual reality and artificial intelligence: the future of mental health. A narrative review.

In recent years, the use of artificial intelligence (AI) and virtual reality (VR) in the psychiatric...

Mar 2025 40084445
Artificial Intelligence and the Future of Psychotherapy: A Medical Student Perspective.

This article explores the ways artificial intelligence (AI) may impact the field of psychotherapy th...

Mar 2025 40094879
Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation

Emotional Recognition in Conversation (ERC) is an important method for diagnosing health condition...

ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis

Most LLM-driven conversational AI systems operate reactively, responding to user prompts without g...

FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework

With the increasing prevalence of mental health conditions worldwide, AI-powered chatbots and conv...

Mixture of Experts for Recognizing Depression from Interview and Reading Tasks

Depression is a mental disorder and can cause a variety of symptoms, including psychological, phys...

DreamNet: A Multimodal Framework for Semantic and Emotional Analysis of Sleep Narratives

Dream narratives provide a unique window into human cognition and emotion, yet their systematic an...

Efficient 4D fMRI ASD Classification using Spatial-Temporal-Omics-based Learning Framework

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder impacting social and behavioral de...

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