MELLONE, SABATO
MELLONE, SABATO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di IIa fascia
COMPUTER-AIDED EFFECTIVE FRACTURE RISK STRATIFICATION OF PATIENTS WITH VERTEBRAL METASTASES FOR PERSONALISED TREATMENT THROUGH ROBUST COMPUTATIONAL MODELS VALIDATED IN CLINICAL SETTINGS (METASTRA)
In corso di stampa Cristofolini, Luca; Palanca, Marco; Castellani, Gastone; Mellone, Sabato
A knowledge graph-driven framework for deploying AI-powered patient digital twins
2026 Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella
Challenges of health data standard adoption and usage: a systematic review
2026 Marfoglia, Alberto; Arcobelli, Valerio; Moscato, Serena; La Mattina, Antonino Amedeo; Mellone, Sabato; Carbonaro, Antonella
Reliability and Discriminant Ability of an Instrumented Timed Up and Go Test in People With Postsurgical Orthopedic Conditions: Quantitative Study
2026 Giardini, Marica; Arcolin, Ilaria; Arcobelli, Valerio Antonio; Picardi, Michela; Mellone, Sabato; Godi, Marco
Toward Interoperable Variable Definitions: A FHIR-based Standardization Strategy for the METASTRA Project
2026 Moscato, Serena; Marfoglia, Alberto; Arcobelli, Valerio Antonio; Rita Intagliata, Maria; Griffoni, Cristiana; Barbanti-Bròdano, Giovanni; Gasbarrini, Alessandro; Carbonaro, Antonella; Mellone, Sabato
A LLMOps-Driven Framework for Clinical Data Harmonization
2025 Marfoglia, Alberto; Robustelli, Antonio; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella
A Smartphone-Based Timed Up and Go Test Self-Assessment for Older Adults: Validity and Reliability Study
2025 Böttinger, Melissa Johanna; Mellone, Sabato; Klenk, Jochen; Jansen, Carl-Philipp; Stefanakis, Marios; Litz, Elena; Bredenbrock, Anastasia; Fischer, Jan-Philipp; Bauer, Jürgen M; Becker, Clemens; Gordt-Oesterwind, Katharina
An interoperable web-based platform to support health surveillance against latent tuberculosis infection in health care workers and students: The evolution of CROSSWORD study protocol
2025 Rizzi, Angela; Nucera, Eleonora; Mazzucco, Walter; Palumbo, Pierpaolo; Staiti, Domenico; Moscato, Umberto; De Simone, Francesco Maria; Sali, Michela; Boldrini, Luca; Capocchiano, Nikola Dino; Patarnello, Stefano; Rumi, Gabriele; Chini, Raffaella; Carusi, Valentina; Centrone, Michele; Di Rienzo, Alessia; Longhino, David; Laface, Chiara; Mellone, Sabato; Maida, Carmelo Massimo; Cannizzaro, Emanuele; Cirrincione, Luigi; Verso, Maria Gabriella; Saracino, Annalisa; Di Gennaro, Francesco; Vimercati, Luigi; De Maria, Luigi; Sponselli, Stefania; Scoppettuolo, Giancarlo; Pastorino, Roberta; Gasbarrini, Antonio; Inchingolo, Riccardo
Assessing digital crutch-assisted walking in people with Parkinson’s Disease: an exploratory study
2025 Arcobelli, V.; Silva-Batista, C; Carlson-Kuhta, P.; Zauli, M.; Mellone, S.; Chiari, L.; Horak, F. B.; Mancini, M.
Assessment of plantar pressure patterns during early postoperative walking after total hip arthroplasty
2025 Pinelli, Salvatore; Arcobelli, Valerio; Pinelli, Erika; Zinno, Raffaele; Scoppolini Massini, Maria; Senesi, Giulio; Mellone, Sabato; Chiari, Lorenzo; Dallari, Dante; Bragonzoni, Laura
Cancer Prevention at Work (CPW) project: Rationale, framework and research protocol
2025 Kostrzewa, Magdalena; Sadat Seyyedsalehi, Monireh; Godono, Alessandro; Collatuzzo, Giulia; Fiorini, Giulia; Moscato, Serena; Santello, Ariele; Roth, Catharina; Wensing, Michel; Massimino, Giulia; Cella, Maria Teresa; Biagioli, Valentina; Magaña, Mario; Pinto-Vidal, Felipe Augusto; Klöslová, Zuzana; Oravec Bérešová, Jana; Bruno, Daniele; Giordani, Stefano; Kočtúchová Blažinová, Miriam; Vilček, Robert; Otelea, Marina Ruxandra; Popescu, Florina Georgeta; Crull, Iulia; Gili, Renata; Gorra, Egle; Fernandez-Tardon, Guillermo; Rodriguez-Suarez, Marta Maria; Calota, Violeta; Askegaard, Søren; Honrado, Ángel; Tardon, Adonina; Fabiánová, Eleonóra; Vencovsky, Daniel; Schneider-Kamp, Anna; Mates, Dana; Mellone, Sabato; Boffetta, Paolo
CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare
2025 Marfoglia, Alberto; D’Errico, Christian; Nardini, Filippo; Mellone, Sabato; Carbonaro, Antonella
Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions
2025 Carbonaro, Antonella; Marfoglia, Alberto; Quaranta, Luigi; Mellone, Sabato; Lanubile, Filippo
Feasibility of MLOps-based healthcare pipelines in ensuring the Cybersecurity Framework
2025 Robustelli, Antonio; Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella
Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers
2025 Celli, Roberto; Zauli, Matteo; Zonzini, Federica; Arcobelli, Valerio Antonio; Mellone, Sabato; Spadotto, Alberto; Diemberger, Igor; De Marchi, Luca
Improving Orthopedic Patient Stratification Using Instrumented Timed Up and Go and Machine Learning Techniques
2025 Arcobelli, Valerio Antonio; Giardini, Marica; Arcolin, Ilaria; Mellone, Sabato; Godi, Marco
Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors
2025 Viceconti, Marco; Lanubile, Filippo; Carbonaro, Antonella; Mellone, Sabato; Curreli, Cristina; Aldieri, Alessandra; Ranciati, Saverio; Montanari, Angela
Smartphone Application for Spastic Ataxias Cross-Sectional Validation of a Newly Developed Smartphone App for Remote Monitoring in Spastic Ataxias
2025 Willemse, Ilse H J; Mellone, Sabato; Tacconi, Carlo; Ilg, Winfried; Schüle, Rebecca; Synofzik, Matthis; Nonnekes, Jorik H; van de Warrenburg, Bart P C
Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare
2025 Marfoglia, Alberto; Nardini, Filippo; Arcobelli, VALERIO ANTONIO; Moscato, Serena; Mellone, Sabato; Carbonaro, Antonella
Walking into aging: real-world mobility patterns and digital benchmarks from the InCHIANTI Study
2025 Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; D'Ascanio, Ilaria; Mellone, Sabato; Paraschiv-Ionescu, Anisoara; Küderle, Arne; Cereatti, Andrea; Del Din, Silvia; Kluge, Felix; Gazit, Eran; Jansen, Carl-Philipp; Delgado-Ortiz, Laura; Garcia-Aymerich, Judith; Rochester, Lynn; Klenk, Jochen; Ferrucci, Luigi; Becker, Clemens; Chiari, Lorenzo; Palmerini, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| COMPUTER-AIDED EFFECTIVE FRACTURE RISK STRATIFICATION OF PATIENTS WITH VERTEBRAL METASTASES FOR PERSONALISED TREATMENT THROUGH ROBUST COMPUTATIONAL MODELS VALIDATED IN CLINICAL SETTINGS (METASTRA) | Cristofolini, Luca; Palanca, Marco; Castellani, Gastone; Mellone, Sabato | 9999-01-01 | - | - | 8.04 Coordinamento di progetti di ricerca | - |
| A knowledge graph-driven framework for deploying AI-powered patient digital twins | Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella | 2026-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | 1-s2.0-S0167739X26000142-main.pdf |
| Challenges of health data standard adoption and usage: a systematic review | Marfoglia, Alberto; Arcobelli, Valerio; Moscato, Serena; La Mattina, Antonino Amedeo; Mellone, Sa...bato; Carbonaro, Antonella | 2026-01-01 | JOURNAL OF BIOMEDICAL INFORMATICS | - | 1.01 Articolo in rivista | - |
| Reliability and Discriminant Ability of an Instrumented Timed Up and Go Test in People With Postsurgical Orthopedic Conditions: Quantitative Study | Giardini, Marica; Arcolin, Ilaria; Arcobelli, Valerio Antonio; Picardi, Michela; Mellone, Sabato;... Godi, Marco | 2026-01-01 | JMIR REHABILITATION AND ASSISTIVE TECHNOLOGIES | - | 1.01 Articolo in rivista | rehab-2026-1-e82632.pdf |
| Toward Interoperable Variable Definitions: A FHIR-based Standardization Strategy for the METASTRA Project | Moscato, Serena; Marfoglia, Alberto; Arcobelli, Valerio Antonio; Rita Intagliata, Maria; Griffoni..., Cristiana; Barbanti-Bròdano, Giovanni; Gasbarrini, Alessandro; Carbonaro, Antonella; Mellone, Sabato | 2026-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A LLMOps-Driven Framework for Clinical Data Harmonization | Marfoglia, Alberto; Robustelli, Antonio; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella | 2025-01-01 | - | Ceur Workshop proceedings | 2.01 Capitolo / saggio in libro | paper3.pdf |
| A Smartphone-Based Timed Up and Go Test Self-Assessment for Older Adults: Validity and Reliability Study | Böttinger, Melissa Johanna; Mellone, Sabato; Klenk, Jochen; Jansen, Carl-Philipp; Stefanakis, Mar...ios; Litz, Elena; Bredenbrock, Anastasia; Fischer, Jan-Philipp; Bauer, Jürgen M; Becker, Clemens; Gordt-Oesterwind, Katharina | 2025-01-01 | JMIR AGING | - | 1.01 Articolo in rivista | aging-2025-1-e67322.pdf |
| An interoperable web-based platform to support health surveillance against latent tuberculosis infection in health care workers and students: The evolution of CROSSWORD study protocol | Rizzi, Angela; Nucera, Eleonora; Mazzucco, Walter; Palumbo, Pierpaolo; Staiti, Domenico; Moscato,... Umberto; De Simone, Francesco Maria; Sali, Michela; Boldrini, Luca; Capocchiano, Nikola Dino; Patarnello, Stefano; Rumi, Gabriele; Chini, Raffaella; Carusi, Valentina; Centrone, Michele; Di Rienzo, Alessia; Longhino, David; Laface, Chiara; Mellone, Sabato; Maida, Carmelo Massimo; Cannizzaro, Emanuele; Cirrincione, Luigi; Verso, Maria Gabriella; Saracino, Annalisa; Di Gennaro, Francesco; Vimercati, Luigi; De Maria, Luigi; Sponselli, Stefania; Scoppettuolo, Giancarlo; Pastorino, Roberta; Gasbarrini, Antonio; Inchingolo, Riccardo | 2025-01-01 | PLOS ONE | - | 1.01 Articolo in rivista | journal.pone.0319568.pdf |
| Assessing digital crutch-assisted walking in people with Parkinson’s Disease: an exploratory study | Arcobelli, V.; Silva-Batista, C; Carlson-Kuhta, P.; Zauli, M.; Mellone, S.; Chiari, L.; Horak, F.... B.; Mancini, M. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Assessment of plantar pressure patterns during early postoperative walking after total hip arthroplasty | Pinelli, Salvatore; Arcobelli, Valerio; Pinelli, Erika; Zinno, Raffaele; Scoppolini Massini, Mari...a; Senesi, Giulio; Mellone, Sabato; Chiari, Lorenzo; Dallari, Dante; Bragonzoni, Laura | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Cancer Prevention at Work (CPW) project: Rationale, framework and research protocol | Kostrzewa, Magdalena; Sadat Seyyedsalehi, Monireh; Godono, Alessandro; Collatuzzo, Giulia; Fiorin...i, Giulia; Moscato, Serena; Santello, Ariele; Roth, Catharina; Wensing, Michel; Massimino, Giulia; Cella, Maria Teresa; Biagioli, Valentina; Magaña, Mario; Pinto-Vidal, Felipe Augusto; Klöslová, Zuzana; Oravec Bérešová, Jana; Bruno, Daniele; Giordani, Stefano; Kočtúchová Blažinová, Miriam; Vilček, Robert; Otelea, Marina Ruxandra; Popescu, Florina Georgeta; Crull, Iulia; Gili, Renata; Gorra, Egle; Fernandez-Tardon, Guillermo; Rodriguez-Suarez, Marta Maria; Calota, Violeta; Askegaard, Søren; Honrado, Ángel; Tardon, Adonina; Fabiánová, Eleonóra; Vencovsky, Daniel; Schneider-Kamp, Anna; Mates, Dana; Mellone, Sabato; Boffetta, Paolo | 2025-01-01 | PLOS ONE | - | 1.01 Articolo in rivista | Kostrzewa (2025), protocol.pdf |
| CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare | Marfoglia, Alberto; D’Errico, Christian; Nardini, Filippo; Mellone, Sabato; Carbonaro, Antonella | 2025-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | CONNECTED A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare.pdf |
| Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions | Carbonaro, Antonella; Marfoglia, Alberto; Quaranta, Luigi; Mellone, Sabato; Lanubile, Filippo | 2025-01-01 | FRONTIERS IN DIGITAL HEALTH | - | 1.01 Articolo in rivista | fdgth-7-1741466.pdf |
| Feasibility of MLOps-based healthcare pipelines in ensuring the Cybersecurity Framework | Robustelli, Antonio; Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella | 2025-01-01 | - | Ceur Workshop proceedings | 2.01 Capitolo / saggio in libro | paper1.pdf |
| Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers | Celli, Roberto; Zauli, Matteo; Zonzini, Federica; Arcobelli, Valerio Antonio; Mellone, Sabato; Sp...adotto, Alberto; Diemberger, Igor; De Marchi, Luca | 2025-01-01 | - | Springer Nature | 4.01 Contributo in Atti di convegno | ApplePies2024_mic_acc__AcceptedManuscript.pdf |
| Improving Orthopedic Patient Stratification Using Instrumented Timed Up and Go and Machine Learning Techniques | Arcobelli, Valerio Antonio; Giardini, Marica; Arcolin, Ilaria; Mellone, Sabato; Godi, Marco | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors | Viceconti, Marco; Lanubile, Filippo; Carbonaro, Antonella; Mellone, Sabato; Curreli, Cristina; Al...dieri, Alessandra; Ranciati, Saverio; Montanari, Angela | 2025-01-01 | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS | - | 1.01 Articolo in rivista | Position_Paper_Extending_Credibility_Assessment_of_In_Silico_Medicine_Predictors_to_Machine_Learning_Predictors.pdf |
| Smartphone Application for Spastic Ataxias Cross-Sectional Validation of a Newly Developed Smartphone App for Remote Monitoring in Spastic Ataxias | Willemse, Ilse H J; Mellone, Sabato; Tacconi, Carlo; Ilg, Winfried; Schüle, Rebecca; Synofzik, Ma...tthis; Nonnekes, Jorik H; van de Warrenburg, Bart P C | 2025-01-01 | THE CEREBELLUM | - | 1.01 Articolo in rivista | s12311-025-01820-3.pdf |
| Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare | Marfoglia, Alberto; Nardini, Filippo; Arcobelli, VALERIO ANTONIO; Moscato, Serena; Mellone, Sabat...o; Carbonaro, Antonella | 2025-01-01 | COMPUTERS IN BIOLOGY AND MEDICINE | - | 1.01 Articolo in rivista | 1-s2.0-S0010482525000952-main.pdf |
| Walking into aging: real-world mobility patterns and digital benchmarks from the InCHIANTI Study | Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; D'Ascanio, Ilaria; Mellone, Sab...ato; Paraschiv-Ionescu, Anisoara; Küderle, Arne; Cereatti, Andrea; Del Din, Silvia; Kluge, Felix; Gazit, Eran; Jansen, Carl-Philipp; Delgado-Ortiz, Laura; Garcia-Aymerich, Judith; Rochester, Lynn; Klenk, Jochen; Ferrucci, Luigi; Becker, Clemens; Chiari, Lorenzo; Palmerini, Luca | 2025-01-01 | NPJ AGING | - | 1.01 Articolo in rivista | s41514-025-00245-w.pdf; 41514_2025_245_MOESM1_ESM.pdf |