Accelerating digital innovation in clinical neuropsychology: simulation approach to support medical device certification

Certification of digital solutions as SaMD may require costly and time-consuming validation procedures. Simulation-based approach based on synthetic data is a valid method to overcome this limitation, that can be easily implemented to test platform, accelerating innovation in teleneuropsychology and providing adequate evidence of safety, efficacy and long-term comparability with the standard of care.

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Publication Details

Journal
Frontiers in Digital Health
Published
2026-02-12
DOI
https://doi.org/10.3389/fdgth.2025.1646694
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
0.00

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article

Accelerating digital innovation in clinical neuropsychology: simulation approach to support medical device certification

Roberta Pandolfi, Luigi Trojano, S. F. Cappa, C Papagno et al.
Frontiers in Digital Health
EEG and Brain-Computer Interfaces
article

Accelerating digital innovation in clinical neuropsychology: simulation approach to support medical device certification

Roberta Pandolfi, Luigi Trojano, S. F. Cappa, C Papagno, Tiziana Iaquinta, FEDERICA L’ABBATE, Dalila De Vita, Sveva Sanzone, Monica Calore, Alice Ravizza, Marra Camillo, Alessandra Dodich, Chiara Cerami, Luigi Lavorgna, Federico Sternini, Cristina Fonti, Valentina Laganà, Andrea Panzavolta, Francesca Ferrari Pellegrini, Andrea Stracciari, Paolo Caffarra
article en

Abstract

Certification of digital solutions as SaMD may require costly and time-consuming validation procedures. Simulation-based approach based on synthetic data is a valid method to overcome this limitation, that can be easily implemented to test platform, accelerating innovation in teleneuropsychology and providing adequate evidence of safety, efficacy and long-term comparability with the standard of care.

Frontiers in Digital HealthVol. 7
Università Cattolica del Sacro Cuore (IT), Leonardo (United States) (US), Politecnico di Torino (IT), University of Trento (IT), University of Campania "Luigi Vanvitelli" (IT), Istituto Universitario di Studi Superiori di Pavia (IT), Ministero della Salute (IT), Agostino Gemelli University Polyclinic (IT), Istituti Clinici Scientifici Maugeri (IT), Istituto Nazionale di Documentazione Innovazione e Ricerca Educativa (IT), Istituto delle Scienze Neurologiche di Bologna (IT), Azienda Ospedaliera Universitaria Università degli Studi della Campania Luigi Vanvitelli (IT), IRCCS Istituto Auxologico Italiano (IT), Tokyo Metropolitan Geriatric Hospital (JP), Istituti di Ricovero e Cura a Carattere Scientifico (IT), Biogen (Italy) (IT)
Biogen
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
EEG and Brain-Computer Interfaces
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