MICHELA FRANZÒ

PhD Graduate

PhD program:: XXXIV



Thesis title: Medical device nomenclatures as a basis to classify medical devices in registries: development of a methodology to compare different nomenclatures in order to interconnect registries and support the organisation of internationally shared databases

Nomenclatures of medical devices could have many purposes. The essential one is to support market surveillance and vigilance activities. Currently, considering only orthopaedics, more than 25 arthroplasty Registries are established in Europe and base their databases on different medical device (MD) nomenclatures. The Italian Arthroplasty Registry (RIAP), a project supported by Italian Ministry of Health since 2006, set up the RIAP-DM-Dictionary and classified devices using the Italian National Classification of Medical Devices (CND). CND is a free public available nomenclature developed and established by the Ministry of Health in 2007. Since 2007, the Italian Ministerial Database uses CND to support the activities related to MD governance, in order to register and homogeneously classify medical devices, considering both technical and economic points of view. The National Joint Registry (NJR) started its activities in 2003. Since then, it has progressively involved several United Kingdom regions and currently covers England, Wales, Northern Ireland, the Isle of Man and the States of Guernsey. In order to achieve a common international standard, in the last years, NJR started a collaboration with the German Registry EndoProthesenRegister (EPRD) to develop a specific common nomenclature. The NJR-EPRD nomenclature is currently used in the NJR-EPRD Component Library MD. Several Arthroplasty registries use as nomenclature of reference the Global Medical Device Nomenclature (GMDN). GMDN was first published in 2001 to provide, for the first time, an international tool to identify all medical devices in a meaningful and understandable manner. Its structure follows the requirements stated in the standard ISO 15225 Nomenclature – Medical device nomenclature data structure. In 2017, the European Regulation 745/2017 stated that a shared nomenclature of MDs should be adopted for the European Database of MD (EUDAMED) and recommended the establishment of national registries of MDs in EU States. A common and shared nomenclature is, in fact, a key tool to analyse device performance across different national databases because it allows to refer to a unique definition of the MD characteristics. Therefore, in 2019, CND was adopted by European Commission as official European Medical Device Nomenclature (EMDN) for the European Database of MD (EUDAMED). Considering the current European context, in which the importance of registries is recognised and a European unique and shared Database is established, a collaboration was started between NJR and RIAP to create a shared international database of the orthopaedic prostheses, widening to Italy the positive common experience of NJR and EPRD. This research was performed in the framework of this collaboration and, for joint prostheses, supported all the activities to update the extension of CND to the first version of EMDN. The aim of this study is to describe the results obtained by the comparison of CND with GMDN and NJR-EPRD nomenclature for joint prostheses and to propose a first scientific approach to compare and harmonise two different nomenclatures. The achieved results led to the identification of significant technical attributes useful to define and group MDs, further considered in the updating process of CND. Properties were selected on the basis of the following analyses performed on RIAP clinical and MD databases, on the Ministry national MD database and on a wide literature review: frequencies of implantation in Italy, high recurrence in RIAP-DM Dictionary and technical characteristics, criteria to be used to revise CND according to what stated on this topic by the MoH. The proposed approach represents the abstraction and generalisation of that applied to compare CND and NJR-EPRD nomenclatures for joint prosthesis and might be considered as a useful reference for further generalization of other MD categories. Thus, its application on other nomenclatures might contribute to making EMDN a single harmonised international nomenclature of medical devices, supporting a better and harmonised recording and reporting of medical devices outcomes from Registries of different countries.

Research products

11573/1712881 - 2024 - Current Challenges and Future Outlook for Extended Reality as Cutting-Edge Assistive Technology Shaping Caring Personnel
Bini, Fabiano; Franzo, Michela; Finti, Alessia; Marinozzi, Franco - 04b Atto di convegno in volume
conference: 9th European Medical and Biological Engineering Conference, EMBEC 2024 (Portorož (Slovenia))
book: IFMBE Proceedings - (9783031616242; 9783031616259)

11573/1722076 - 2024 - Feasibility Study of Wearable Mixed Reality Platform to the Vital Signs Remote Monitoring
Franzo, Michela; Bini, Fabiano; Finti, Alessia; Di Lucchio, Loredana; Marinozzi, Franco - 04b Atto di convegno in volume
conference: 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 (Eindhoven, Netherlands)
book: 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings - ()

11573/1705150 - 2024 - Challenges and Outlook to Designing Cutting-Edge Mixed Reality Technologies of Human Pose Estimation
Franzo, Michela; Pascucci, Simona; Marinozzi, Franco; Bini, Fabiano - 04b Atto di convegno in volume
conference: Mediterranean Conferrence on Medical and Biological engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH) (Sarajevo)
book: MEDICON'23 and CMBEBIH'23 - (978-3-031-49061-3; 978-3-031-49062-0)

11573/1695426 - 2023 - Is medical device regulatory compliance growing as fast as extended reality to avoid misunderstandings in the future?
Bini, F.; Franzo, M.; Maccaro, A.; Piaggio, D.; Pecchia, L.; Marinozzi, F. - 01a Articolo in rivista
paper: HEALTH AND TECHNOLOGY (Heidelberg ; Berlin : Springer) pp. 831-842 - issn: 2190-7188 - wos: WOS:001057003400001 (4) - scopus: 2-s2.0-85175793172 (7)

11573/1695593 - 2023 - Breakthrough in Occupational Therapy with Mixed-Reality exergaming for cerebellar ataxia patients
Franzo, M.; Pascucci, S.; Serrao, M.; Marinozzi, F.; Bini, F. - 04b Atto di convegno in volume
conference: 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 (Jeju)
book: 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings - (978-1-6654-9384-0)

11573/1678020 - 2023 - Hybrid system mixed reality and marker-less motion tracking for sports rehabilitation of martial arts athletes
Franzo, M; Pica, A; Pascucci, S; Marinozzi, F; Bini, F - 01a Articolo in rivista
paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. - - issn: 2076-3417 - wos: WOS:000938185800001 (9) - scopus: 2-s2.0-85149342785 (11)

11573/1678022 - 2023 - A proof of concept combined using mixed reality for personalized neurorehabilitation of cerebellar ataxic patients
Franzò, Michela; Pica, Andrada; Pascucci, Simona; Serrao, Mariano; Marinozzi, Franco; Bini, Fabiano - 01a Articolo in rivista
paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. - - issn: 1424-8220 - wos: WOS:000930308100001 (3) - scopus: 2-s2.0-85147848348 (9)

11573/1695599 - 2023 - Key points to design the MDs Library of a National implant Registry: lesson learned from the Italian experience
Pascucci, S.; Franzo, M.; Mari, V.; Biondi, A.; Ceccarelli, S.; Bini, F.; Marinozzi, F.; Ciminello, E.; Ciccarelli, P.; Laricchiuta, P.; Carrani, E.; Torre, M. - 04b Atto di convegno in volume
conference: 8th National Congress of Bioengineering, GNB 2023 (Padova)
book: Convegno Nazionale di Bioingegneria - ()

11573/1715633 - 2023 - National spine surgery registries’ characteristics and aims. Globally accepted standards have yet to be met. Results of a scoping review and a complementary survey
Pascucci, S.; Langella, F.; Franzo', M.; Tesse, M. G.; Ciminello, E.; Biondi, A.; Carrani, E.; Sampaolo, L.; Zanoli, G.; Berjano, P.; Torre, M. - 01a Articolo in rivista
paper: JOURNAL OF ORTHOPAEDICS AND TRAUMATOLOGY (Editore Springer-Verlag Italia Luogo pubbl. Milano) pp. - - issn: 1590-9921 - wos: WOS:001067804500002 (2) - scopus: 2-s2.0-85171399503 (3)

11573/1695600 - 2023 - Assessment of balance disorder and vestibular dysfunction using mixed reality
Pascucci, S.; Margani, V.; Franzo, M.; Curcio, M.; Polsinelli, A.; Talamonti, R.; Barbara, M.; Marinozzi, F.; Bini, F. - 04b Atto di convegno in volume
conference: 8th National Congress of Bioengineering, GNB 2023 (Padova)
book: Convegno Nazionale di Bioingegneria - (9788855580113)

11573/1659638 - 2022 - Exergaming in mixed reality for the rehabilitation of ataxic patients
Franzo', M; Pascucci, S; Serrao, M; Marinozzi, F; Bini, F - 04b Atto di convegno in volume
conference: 17th IEEE international symposium on medical measurements and applications, MeMeA 2022 (Messina, italy)
book: 2022 IEEE international symposium on medical measurements and applications, MeMeA 2022 - Conference Proceedings - (978-1-6654-8299-8)

11573/1623576 - 2021 - CAPITOLO 1 – RIAP, aggiornamento e attività 2020
Franzo', Michela; Bacocco, Duilio Luca; Biondi, Alessia; Galati, Fabio; Carrani, Eugenio; Pascucci, Simona; Ceccarelli, Stefania; Ciminello, Enrico; Torre, Marina - 02a Capitolo o Articolo
book: Registro Italiano ArtroProtesi. Report annuale 2020 - (978-88-490-0714-5)

11573/1556585 - 2021 - Kinect-based wearable prototype system for ataxic patients neurorehabilitation. Software update for exergaming and rehabilitation
Franzo', Michela; Pascucci, Simona; Serrao, Mariano; Marinozzi, Franco; Bini, Fabiano - 04b Atto di convegno in volume
conference: 16th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2021 (Neuchatel; Switzerland)
book: IEEE Medical Measurements and Applications, MeMeA 2021 - Conference Proceedings - (978-1-6654-1914-7)

11573/1619126 - 2021 - Il Registro Italiano delle Protesi Impiantabili: una nuova realtà per la sicurezza del paziente
Torre, M; Carrani, E; Franzo', M; Ciminello, E; Urakcheeva, I; Bacocco, Dl; Valentini, R; Pascucci, S; Madi, S; Ferrara, C; Toccaceli, V; Sampaolo, L; Ceccarelli, S; Biondi, A; Laricchiuta, P. - 01a Articolo in rivista
paper: BOLLETTINO EPIDEMIOLOGICO NAZIONALE (Roma: Istituto Superiore di Sanità) pp. 16-23 - issn: 2724-3559 - wos: (0) - scopus: (0)

11573/1623583 - 2021 - Analisi dei dati RIAP 2019
Torre, Marina; Franzo', Michela; Valentini, Riccardo; Bacocco, Duilio Luca; Pascucci, Simona; Lepore, Stefano; Boniforti, Filippo; Tornago, Stefano; Zanoli, Gustavo; Romanini, Emilio; Ciminello, Enrico; Cornacchia, Attanasio; Carrani, Eugenio - 02a Capitolo o Articolo
book: Report annuale 2020 - (978-88-490-0714-5)

11573/1471079 - 2020 - Kinect-based wearable prototype system for ataxic patients neurorehabilitation: Control group preliminary results
Franzo', M.; Pascucci, S.; Serrao, M.; Marinozzi, F.; Bini, F. - 04b Atto di convegno in volume
conference: 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020 (Bari; Italy)
book: IEEE Medical Measurements and Applications, MeMeA 2020 - Conference Proceedings - (978-1-7281-5386-5)

11573/1495012 - 2020 - Harmonisation of medical devices classification systems: development of a generalised approach starting from hip prostheses. A first example of an international and standardised nomenclature to be integrated within the European Medical Device Nomenclature
Franzo', Michela; Carrani, Eugenio; Asaro, Mauro; Caton, Edward; Tucker, Keith; Armstrong, Richard; Young, Elaine; Sampaolo, Letizia; Bini, Fabiano; Marinozzi, Franco; Torre, Marina - 04b Atto di convegno in volume
conference: VII National congress of bioengineering (Trieste; Italy)
book: VII National congress of bioengineering proceedings - ()

11573/1622608 - 2020 - Registro, classificazione e dizionario. Elementi chiave per la puntuale tracciabilità e valutazione dei dispositivi impiantati
Franzo', Michela; Carrani, Eugenio; Marletta, Marcella; Cecere, Elvira; Stella, Elisabetta; Donato, Annamaria; De Chirico, Valentina; Asaro, Mauro; Torre, Marina - 02a Capitolo o Articolo
book: Registro Italiano ArtroProtesi. Report annuale 1029 - (978-88-490-0693-3)

11573/1495054 - 2020 - Does a medical device nomenclature suitable for all purposes exist? Twenty years of Italian experience with the CND and its adoption in EUDAMED at European level
Franzo', Michela; Francesco, D'agostino; Catello, Chierchia; Katiuscia, Cucchiara; Eugenio, Carrani; Letizia, Sampaolo; Elisabetta, Stella; Marina, Torre; Mauro, Asaro - 04b Atto di convegno in volume
conference: VII National congress of bioengineering (Trieste; Italy)
book: VII National congress of bioengineering proceedings - ()

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