EMPATH-IA 2025
EMpowering PAtients THrough AI, Multimedia, and Explainable HCI 2025

Table of Contents

• Preface
  Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume.

• Cascade Multi-Modal Emotion Recognition Leveraging Audio-Video and EEG Signals
  Renato Esposito , Vincenzo Mele , Stefano Verrilli , Stefano Minopoli , Lorenzo D’Errico , Laura De Santis , Mariacarla Staffa
• X-Heart: A Human-Centered Framework for Explainable PVC Detection and Clinical Feedback
  Anna Maria De Roberto , Domenico Rossi , Alessia Auriemma Citarella , Fabiola De Marco , Luigi Di Biasi , Genoveffa Tortora
• Intelligent Home Care Environment for Dementia Care
  Wen-Tseng Chang , Stephanie Kramer , Michel Oey , Shihan Wang , Somaya Ben Allouch
• Toward a Virtual Environment for Rehabilitation: Early Design and Integration Perspectives
  Nicole Dalia Cilia , Giovanni Garraffa , Sofia Marilina Glorioso , Vito Cammarata , Salvatore Sorce
• Automated scoring of the Thought and Language Disorder Scale in schizophrenia using a large language model: reliability and comparison with clinicians
  Federica Iannotta , Catarina Ceparano , Claudio Ricci , Felice Iasevoli
• Supporting mental-health monitoring of patients with Social Robots
  Rita Francese , Edmondo Nicolò De Simone