Psychiatry

Anxiety & Stress

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

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Showing 581-600 of 4,430 articles

Evaluation of the neurotrophic peptide mixture in pathogenetic therapy of patients with Parkinson's disease.

This exploratory, single-group, open-label study investigated 17 patients with Parkinson's disease (PD) using a pre-post design. Motor and non-motor outcomes were assessed through clinical scales, biochemical and genetic analyses, and machine learning models (Gradient Boosting Machines, Random Forests). After treatment with a neurotrophic peptide mixture, improvements were observed in daily activi...

Jan 23 2026 41577696

Increased moisture stress and weakened resilience to aridity limit global greening.

The "Greening Earth" and rising aridity are both climate change signatures. We investigate the response of global photosynthesis to moisture stress (higher demand and lower availability of moisture) in current (2000-2021) and future climate scenarios (until 2100). We employ a suite of statistical and machine learning (ML) techniques on satellite remote sensing, reanalyses and climate projection da...

Jan 23 2026 41579718
Exploration Novel Therapeutic Targets for Periodontitis via Stress Granules Biomarkers.

BACKGROUND: Periodontitis (PD) is associated with stress granules (SGs), which are involved in cellular stress responses. Identifying biomarkers relat...

Jan 22 2026 41576727
Optimization of academic performance and mental health in college students through an AI-driven personalized physical exercise and mindfulness intervention system.

This research examines an artificial intelligence-driven personalized intervention system that integrates physical exercise and mindfulness practices ...

Jan 22 2026 41571839
Linking subjective experience of anxiety to brain function using natural language processing.

Research on anxiety focuses on clinically relevant behaviours and neurophysiological responses, particularly emphasizing recruitment of amygdala, insu...

Jan 21 2026 41002215
Exploring the integration of large language models in human-robot collaboration: Effects on performance, mental stress, and trust.

As large language models (LLMs) become increasingly integrated into robotic systems, understanding their influence on human-robot collaboration (HRC) ...

Jan 20 2026 41564601
Leveraging an AI-Driven Voice Companion to Enhance Mental Health in Older Adults in Post-Acute and Long-Term Care Settings: A Feasibility Study.

Loneliness, depression, and anxiety are prevalent among older adults in post-acute and long-term care settings and are associated with adverse health ...

Jan 20 2026 41461198
Autonomous conversational agents for loneliness, social isolation, depression, and anxiety in older people without cognitive impairment: Systematic review and meta-analysis.

Loneliness is a major psychological challenge in older adulthood, contributing to increased risks of depression, anxiety, and mortality. Conversationa...

Jan 20 2026 41556104
Metabolomics aided by machine learning decodes adaptive remodeling of Bacillus biofilms in response to pasteurization stress.

The popularity of low-temperature dairy products is challenged by Bacillus species, whose heat-resistant spores and biofilms often survive pasteurizat...

Jan 20 2026 41559097
Radiomics-based classification and inference of subtypes and stages in social anxiety disorder using resting-state functional images.

BACKGROUND: This study aimed to leverage advanced radiomics analysis of resting-state functional magnetic resonance imaging (rs-fMRI) data to investig...

Jan 19 2026 41564919
A Study on the Effectiveness of Al-Assisted Patient Health Education Using Voice Cloning and ChatGPT: A Prospective Randomized Controlled Trial.

BACKGROUND: Traditional patient education often lacks personalization and engagement, potentially limiting knowledge acquisition and treatment adheren...

Jan 17 2026 41548948
PANTHER Score: Protein-Affinity for Nucleic Target-binding, Hybridization, and Energy Regression.

Although protein-RNA interactions are crucial for many biological processes, predicting their binding free energies (ΔG) is a challenging task due to ...

Jan 16 2026 41339092
Integrating Artificial Intelligence Into Exposure Therapy: A One Year Follow-Up Case Report of Emetophobia With Comorbid Panic Disorder.

Emetophobia is a specific phobia characterized by an intense fear of vomiting, often accompanied by panic attacks, hypervigilance to bodily sensations...

Jan 16 2026 41550407
Biometric Data in Post-Traumatic Stress Disorder Detection: A Scoping Review of Digital Health Applications.

CONTEXT: Post-traumatic stress disorder (PTSD) is mainly assessed through self-reports and clinician interviews, which can delay recognition and limit...

Jan 15 2026 41633287
Exploration of Mental Health and Stress Among Nursing Interns Through a Chatbot: A Single-Group Pilot Study.

BACKGROUND: Nursing interns face early clinical distress; chatbot-based mental health tools show promise, although evidence of their feasibility and e...

Jan 15 2026 41533862
Limitations in the Design of Critical Care Studies and Suggestions for Future Research Directions.

Glucocorticoid (GC) therapy has been a cornerstone of critical care; however, its full potential has been constrained by fixed-dose regimens and trial...

Jan 15 2026 41539328
Increasing engagement with cognitive-behavioral therapy (CBT) using generative AI: a randomized controlled trial (RCT).

BACKGROUND: Shortages in mental healthcare lead to long periods of inadequate support for many patients. While digital interventions offer a scalable ...

Jan 15 2026 41540194
Machine learning frameworks for predicting pulmonary cell toxicities induced by metal ions in the atmosphere.

Metals in PM2.5 are closely associated with cardiopulmonary disease endpoints, potentially attributable to ionic species-induced oxidative stress effe...

Jan 15 2026 41547395
Complex Interactions Between Stress, Nutrition, Gut Microbiota, and Infectious Diseases and Their Impact on Health in Global Conflicts: A Narrative Review.

Following the global recovery from the COVID-19 pandemic, wars and conflicts have escalated to levels unseen since the Cold War. It is well known that...

Jan 15 2026 41547457
Characterising symptom clusters: examining profiles of somatic symptoms and their psychosocial predictors among chinese youths using longitudinal data with a machine learning approach.

OBJECTIVE: Somatic symptoms (SS) pose public health burdens, but it remains unclear whether SS should be defined by overall severity or specific sympt...

Jan 14 2026 41532580
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