Cognitive Digital Twins in Surgery: Insights from an International Multidisciplinary Workshop

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Authors: Damiano Fruet, Marco Bombieri, Erica Ordali, Steven Yule, Vaibhav Vasant Unhelkar, Daniel Richard Leff, George Mylonas, Pietro Pietrini, Yang Ye, Ravi Naik, Giandomenico Nollo, Roger D Dias
+1 more Marco A. Zenati
Cited by: 0

Abstract

A multidisciplinary workshop, 'Toward Cognitive Digital Twins in Surgery,' was held during the Hamlyn Symposium in London, UK on Friday, June 27, 2025. This work summarizes the main insights that emerged from the discussion, including the potential benefits and limitations of Cognitive Digital Twins (CogDT) in surgery. The CogDT framework is designed to capture the entire clinical system, including patients and healthcare providers. We introduce the novel concept of the Surgical Cognitive Digital Twin (S-CogDT), highlighting its potential for advancement in surgical care. The primary identified benefits of S-CogDTs include creating dynamic, individualized profiles for personalized provider training, establishing real-time early-warning systems to detect and mitigate surgeon cognitive overload, and streamlining organizational performance within the surgical environment. However, the effective adoption of this technology faces significant challenges. These include the difficulty of measuring and validating dynamic cognitive states, the considerable hurdles in achieving user acceptance and trust, and critical questions surrounding data governance, privacy, and regulatory pathways. These results inform future research in this novel, multidisciplinary field by clearly showing the potential of S-CogDTs and mapping the potential challenges required for their successful implementation.

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Surgical Simulation and Training Technology and Human Factors in Education and Health

Publication details

Journal / source
IEEE Transactions on Medical Robotics and Bionics
Pages
1–1
Publication date
1 January 2026
Language
EN