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Updated: Jun 6, 2026

Multi-Modal Signals for Analyzing Pain Responses to Thermal and Electrical Stimuli
Published on: April 5, 2019
Marco Cascella1, Alfonso Maria Ponsiglione1, Vittorio Santoriello1
1From the Anesthesia, Intensive Care and Pain Medicine, Department of Medicine, Surgery and Dentistry 'Scuola Medica Salernitana', University of Salerno, Baronissi (MC, OP), Department of Electrical Engineering and Information Technology, University of Naples 'Federico II', Naples (AMP, VS, MR, FA) and Oncology, Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Salerno, Italy (FS, SP).
This study aims to develop artificial intelligence (AI) models for objective automatic pain assessment (APA) by integrating physiological and clinical data. These AI tools will enhance chronic pain management by complementing subjective patient reports.
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2026-06-19T13:40:42.628583+00:00