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Refining multiple artificial intelligence strategies for automatic pain assessment investigations (RUGGI Study): A

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).

European Journal of Anaesthesiology and Intensive Care
|June 5, 2026
PubMed
Summary

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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