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