Psychiatry

Anxiety & Stress

Latest AI and machine learning research in anxiety & stress for healthcare professionals.

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Showing 1341-1360 of 4,207 articles

Decoding the Stressed Brain with Geometric Machine Learning

Stress significantly contributes to both mental and physical disorders, yet traditional self-reported questionnaires are inherently subjective. In this study, we introduce a novel framework that employs geometric machine learning to detect stress from raw EEG recordings. Our approach constructs graphs by integrating structural connectivity (derived from electrode spatial arrangement) with functi...

Artificial intelligence-assisted chatbot: impact on breastfeeding outcomes and maternal anxiety.

BACKGROUND: Artificial intelligence (AI) is increasingly used in healthcare interventions to provide accessible, continuous, and personalized patient support. This study investigates the impact of a mobile breastfeeding counseling application developed with artificial AI on mothers' breastfeeding self-efficacy, success, and anxiety levels.

May 30 2025 40448061
ConversAR: Exploring Embodied LLM-Powered Group Conversations in Augmented Reality for Second Language Learners

Group conversations are valuable for second language (L2) learners as they provide opportunities to practice listening and speaking, exercise comple...

Fitting the Message to the Moment: Designing Calendar-Aware Stress Messaging with Large Language Models

Existing stress-management tools fail to account for the timing and contextual specificity of students' daily lives, often providing static or misal...

From Theory to Application: Fine-Tuning Large EEG Model with Real-World Stress Data

Recent advancements in Large Language Models have inspired the development of foundation models across various domains. In this study, we evaluate t...

Using supervised machine-learning approaches to understand abiotic stress tolerance and design resilient crops.

Abiotic stresses such as drought, heat, cold, salinity and flooding significantly impact plant growth, development and productivity. As the planet has...

May 29 2025 40439305
Identifying Heart Attack Risk in Vulnerable Population: A Machine Learning Approach

The COVID-19 pandemic has significantly increased the incidence of post-infection cardiovascular events, particularly myocardial infarction, in indi...

Machine-learning meta-analysis reveals ethylene as a central component of the molecular core in abiotic stress responses in Arabidopsis.

Understanding how plants adapt their physiology to overcome severe and often multifactorial stress conditions in nature is vital in light of the clima...

May 22 2025 40404615
Real-Time Stress Monitoring, Detection, and Management in College Students: A Wearable Technology and Machine-Learning Approach

College students are increasingly affected by stress, anxiety, and depression, yet face barriers to traditional mental health care. This study evalu...

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling

Large language models (LLMs) hold significant potential for mental health support, capable of generating empathetic responses and simulating therape...

Field-Portable Technology for Illicit Drug Discrimination via Deep Learning of Hybridized Reflectance/Fluorescence Spectroscopic Fingerprints.

Novel psychoactive substances (NPS) pose one of the greatest challenges across the illicit drug landscape. They can be highly potent, and coupled with...

May 20 2025 40329645
The Way We Prompt: Conceptual Blending, Neural Dynamics, and Prompt-Induced Transitions in LLMs

Large language models (LLMs), inspired by neuroscience, exhibit behaviors that often evoke a sense of personality and intelligence-yet the mechanism...

AdapTree: Data-Driven Approach to Assessing Plant Stress Through the AI-Sensor Synergy.

This study investigates plant stress assessment by integrating advanced sensor technologies and Artificial Intelligence (AI). Multi-sensor data-includ...

May 16 2025 40431941
Tracking Conditioned Fear in Pair-Housed Mice Using Deep Learning and Real-Time Cue Delivery.

Post-traumatic stress disorder (PTSD) is a complex and prevalent neuropsychiatric condition that arises in response to exposure to a traumatic event. ...

May 15 2025 40463247
Automated Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Deep Learning Methods and Sequential Data.

Depression and anxiety are common comorbidities of stroke. Research has shown that about 30% of stroke survivors develop depression and about 20% deve...

May 14 2025 40428136
Prescriptive Predictors of Mindfulness Ecological Momentary Intervention for Social Anxiety Disorder: Machine Learning Analysis of Randomized Controlled Trial Data.

BACKGROUND: Shame and stigma often prevent individuals with social anxiety disorder (SAD) from seeking and attending costly and time-intensive psychot...

May 13 2025 40359509
Machine learning based prediction by PlantCdMiner and experimental validation of cadmium-responsive genes in plants.

Plants have evolved diverse adaptive mechanisms to sense and respond to environmental stimuli such as cadmium stress. The regulation of gene expressio...

May 12 2025 40378751
Assessing the impact of low-temperature stress during anthesis stage on winter wheat grain development through computer vision and machine learning.

BACKGROUND: Extreme weather events, particularly spring low-temperature stress exacerbated by global warming, have become increasingly prevalent in th...

May 12 2025 40353303
Investigating the Use of Electrooculography Sensors to Detect Stress During Working Activities.

To tackle work-related stress in the evolving landscape of Industry 5.0, organizations need to prioritize employee well-being through a comprehensive ...

May 10 2025 40431809
The relationship between mindfulness and second language resilience among Chinese English majors: the mediating role of academic hope.

BACKGROUND: In light of the heightened expectations surrounding the development of foreign language professionals in the age of artificial intelligenc...

May 10 2025 40349093
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