Artificial Intelligence for Mental Health

4th International Conference, ICAIMH 2026, Merida, Mexico, July 1–3, 2026, Proceedings

AvMauricio Gabriel Orozco-del-Castillo,Juan Antonio Recio-Garcia

Häftad, Engelska, 2026

Del 3062 i serien Communications in Computer and Information Science

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Beskrivning

This book constitutes the refereed proceedings of the 4th International Conference on Artificial Intelligence for Mental Health, ICAIMH 2026, held in Merida, Mexico, during July 1–3, 2026.The 11 full papers and 4 short papers included in this volume were carefully reviewed and selected from 36 submissions. They are organized into the following topical sections: Physiological Signal Processing; Machine Learning; Applications; Novel AI Approaches; and Large Language Model Applications.

Produktinformation

Utgivningsdatum:2026-06-30
Mått:155 x 235 x 14 mm
Vikt:382 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:230
Förlag:Springer Nature Switzerland AG
ISBN:9783032303950

Utforska kategorier

Psykisk hälsovård inom Medicin
Klinisk psykologi inom Medicin
Artificiell intelligens inom Data och IT

Innehållsförteckning

.- Physiological Signal Processing.- Characterization and classification of EEG signals for depressive disorder diagnosis.- Dysregulated or not: a ML Classification Model of Emotional Dysregulation in Medical Residents Using Multimodal Wearable Data.- Towards an Intelligent Automated Alert System for Stress and Anxiety in Students.- Classification of Burnout Syndrome Based on EEG Signals: A Machine Learning Approach.- Machine Learning.- Understanding and Predicting the Second Victims Phenomenon in Healthcare through Audited and Explainable Machine Learning.- Data Mining for Early Detection of Child Violence Risk Factors in Preschool Children: A Study in Yucatan, Mexico.- An Exploratory Machine Learning Classification of Contrasted Depressive Symptom Groups Using Self-Reported Psychometric Measures in Mexican Undergraduate Students.- Applications.- Development and Usability Evaluation of an Artificial Intelligence-Based Application for Sleep Quality Characterization in University Students.- Evaluation of an AI-Based Mental Health Chatbot Through Multidimensional Expert Assessment: A Preliminary Study from Yucatán, Mexico.- Development and Preliminary Evaluation of a Chatbot for Guidance and Facilitation of Help-Seeking in Feeding and Eating Disorders.- Novel AI Approaches.- Analysis of Weekly Narratives using Natural Language Processing in Patients Undergoing Residential Rehabilitation: A Hybrid Approach for the Dynamic Assessment of Clinical Processes.- Unsupervised Deep Representation Learning for Clinical Stratification in Substance Use Disorders.- A Case-Based Counterfactual Framework for Interpreting Depression Risk Scores.- Large Language Model Applications.- Feasibility of LLM-Generated Empathy Micro-Training for Undergraduate Students: A Pilot Randomized Controlled Trial.- My LLM Needs a Therapist: Assessing the Impact of Psychological Abuse on Mathematical Reasoning and Sentiment in Gemma-4.- Token Mimicry or Therapeutic Competence? Testing LLM Rule-Following Against Hill’s Challenge Skill in Mental Health Support Scenarios.