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 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
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
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
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
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
Best task and best gait measure to identify de novo and moderate Parkinson's disease: a lesson learned from a machine learning point of view
2024 Arcobelli, V. A.; Carlson-Kuhta, P.; Engel, D.; Burgos, P.; Shah, V. V.; Mellone, S.; Chiari, L.; Horak, F. B.; Mancini, M.
Enhancing TWIN Lower-Limb Exoskeleton Functionalities Through Sensorized Crutches and a Trunk Inertial Measurement Unit
2024 Arcobelli, V. A.; Bruschi, A.; Vassallo, C.; Zauli, M.; De Marchi, L.; Maludrottu, S.; Laffranchi, M.; Chiari, L.; Mellone, S.
Estimation of average and maximum daily-life mobility performance using the Timed Up-and-Go (TUG): Exploring the added value of an instrumented TUG
2024 Heldmann, Patrick; Elser, Alexander; Kramer-Gmeiner, Franziska; Jansen, Carl-Philipp; Mellone, Sabato; Schwenk, Michael
FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients
2024 Arcobelli, Valerio Antonio; Moscato, Serena; Palumbo, Pierpaolo; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Chiari, Lorenzo; Mellone, Sabato
Preliminary Development of a Full-Digital Smart System for Chest Auscultation and Further Internet of Medical Things Framework
2024 Matteo Zauli; Lorenzo Mistral Peppi; Valerio Antonio Arcobelli; Luca Di Bonaventura; Valerio Coppola; Sabato Mellone; Luca De Marchi
Real-world Balance Assessment while Standing for Fall Prediction in Older Adults
2024 Albites-Sanabria, J.; Palumbo, P.; Helbostad, J. L.; Bandinelli, S.; Mellone, S.; Palmerini, L.; Chiari, L.
Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare
2024 Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro
| 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 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 | - |
| 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 |
| 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 | - |
| 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 | - |
| 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 |
| 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 | - |
| 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 |
| 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 |
| Best task and best gait measure to identify de novo and moderate Parkinson's disease: a lesson learned from a machine learning point of view | Arcobelli, V. A.; Carlson-Kuhta, P.; Engel, D.; Burgos, P.; Shah, V. V.; Mellone, S.; Chiari, L.;... Horak, F. B.; Mancini, M. | 2024-01-01 | GAIT & POSTURE | - | 4.01 Contributo in Atti di convegno | - |
| Enhancing TWIN Lower-Limb Exoskeleton Functionalities Through Sensorized Crutches and a Trunk Inertial Measurement Unit | Arcobelli, V. A.; Bruschi, A.; Vassallo, C.; Zauli, M.; De Marchi, L.; Maludrottu, S.; Laffranchi..., M.; Chiari, L.; Mellone, S. | 2024-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Estimation of average and maximum daily-life mobility performance using the Timed Up-and-Go (TUG): Exploring the added value of an instrumented TUG | Heldmann, Patrick; Elser, Alexander; Kramer-Gmeiner, Franziska; Jansen, Carl-Philipp; Mellone, Sa...bato; Schwenk, Michael | 2024-01-01 | GERONTOLOGY | - | 1.01 Articolo in rivista | Paper_Capacity_Performance_Revision_05.10.2023.pdf |
| FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients | Arcobelli, Valerio Antonio; Moscato, Serena; Palumbo, Pierpaolo; Marfoglia, Alberto; Nardini, Fil...ippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Chiari, Lorenzo; Mellone, Sabato | 2024-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | ScientificData2024.pdf |
| Preliminary Development of a Full-Digital Smart System for Chest Auscultation and Further Internet of Medical Things Framework | Matteo Zauli; Lorenzo Mistral Peppi; Valerio Antonio Arcobelli; Luca Di Bonaventura; Valerio Copp...ola; Sabato Mellone; Luca De Marchi | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Real-world Balance Assessment while Standing for Fall Prediction in Older Adults | Albites-Sanabria, J.; Palumbo, P.; Helbostad, J. L.; Bandinelli, S.; Mellone, S.; Palmerini, L.; ...Chiari, L. | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING | - | 1.01 Articolo in rivista | TBME3326306v.pdf |
| Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare | Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |