PERSPECTIVE article

Front. Robot. AI

Sec. Biomedical Robotics

Volume 12 - 2025 | doi: 10.3389/frobt.2025.1531067

This article is part of the Research TopicAdvancing Medical Robotics: From Clinical Needs to Real-World ApplicationsView all 8 articles

Rehabilitation Robotics and Allied Digital Technologies: Opportunities, Barriers and Solutions for improving their clinical implementation. A Position Paper from the Fit for Medical Robotics Initiative

Provisionally accepted
  • 1IRCCS Don Carlo Gnocchi Firenze, Florence, Tuscany, Italy
  • 2Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Lombardy, Italy
  • 3Sant'Anna School of Advanced Studies, Pisa, Tuscany, Italy
  • 4School of Engineering, University of Warwick, Coventry, United Kingdom
  • 5Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Sicily, Italy
  • 6Fondazione Don Carlo Gnocchi Onlus (IRCCS), Milan, Lombardy, Italy
  • 7Research and Training Area of the INAIL Prosthetics, Centro Protesi INAIL, Istituto Nazionale Assicurazione contro gli Infortuni sul Lavoro, Bologna, Italy
  • 8Department of Developmental Neuroscience, Stella Maris Scientific Institute, University of Pisa, Pisa, Tuscany, Italy
  • 9Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Tuscany, Italy
  • 10Institute of BioRobotics, Sant'Anna School of Advanced Studies, Pontedera, Italy

The final, formatted version of the article will be published soon.

Robotics has been proposed as a promising solution for treating individuals with motor, sensory, and/or cognitive disabilities. Despite the great technological effort put into this field, the translation of robots from the laboratory to the clinical environment is not a seamless and smooth process, and their realworld adoption remains limited.Several barriers to the introduction of robotics in clinical practice have been identified, including a lack of sufficient scientific evidence about its actual cost/effectiveness, cultural resistance to adopting these technologies, and economic, ethical, and regulatory restraints.Fit for Medical Robotics (Fit4MedRob) is an ambitious Initiative designed to bridge the gap between technological innovation and clinical application. One of the main goals of the Initiative is to conduct large-scale pragmatic trials to evaluate the effectiveness and the sustainability of commercially available robotic solutions. Before To guide the designing design of these trialsthe trials, different online surveys have been implemented and delivered to identify the needs of healthcare practitioners and patients at different phases of the disease (acute to chronic) and therapeutic settings (hospital to home care). Users's need understanding was then used to inform trial design. The results of the Initiative will suggest new organisational organizational models to effectively introduce roboticsassisted rehabilitation into clinical practice.The paper will report on the opportunities of robotics for rehabilitation, the barriers to their clinical implementation, and the proposal of Fit4MedRob to overcome such limitations and facilitate the effective clinical implementation of robotic solutions.

Keywords: Rehabilitation, Robotics, digital technologies, healthcare technologies, clinical translation, Pragmatic clinical trials

Received: 19 Nov 2024; Accepted: 14 May 2025.

Copyright: © 2025 Aprile, QUAGLINI, Turchetti, Pecchia, Comandè, Gramatica, Gruppioni, Sgandurra and Cipriani. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Irene Giovanna Aprile, IRCCS Don Carlo Gnocchi Firenze, Florence, Tuscany, Italy

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