Coordinamento del progetto: COMPUTER-AIDED EFFECTIVE FRACTURE RISK STRATIFICATION OF PATIENTS WITH VERTEBRAL METASTASES FOR PERSONALISED TREATMENT THROUGH ROBUST COMPUTATIONAL MODELS VALIDATED IN CLINICAL SETTINGS (METASTRA).
Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella, A knowledge graph-driven framework for deploying AI-powered patient digital twins, «FUTURE GENERATION COMPUTER SYSTEMS», 2026, 180, Article number: 108380, pp. 1 - 12 [articolo]Open Access
Marfoglia, Alberto; Robustelli, Antonio; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella, A LLMOps-Driven Framework for Clinical Data
Harmonization, in: Machine Learning Operations 2025, Aachen, Ceur Workshop proceedings, 2025, pp. 25 - 36 (CEUR WORKSHOP PROCEEDINGS) [capitolo di libro]Open Access
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, A Smartphone-Based Timed Up and Go Test Self-Assessment for Older Adults: Validity and Reliability Study, «JMIR AGING», 2025, 8, pp. 1 - 13 [articolo]Open Access
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, 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, «PLOS ONE», 2025, 20, Article number: e0319568, pp. 1 - 13 [articolo]Open Access
Marfoglia, Alberto; D’Errico, Christian; Nardini, Filippo; Mellone, Sabato; Carbonaro, Antonella, CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare, in: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, Piscataway, IEEE, «PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS», 2025, pp. 116 - 121 (atti di: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, Washington DC, 17-21 March, 2025) [Contributo in Atti di convegno]
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, Cancer Prevention at Work (CPW) project: Rationale, framework and research protocol, «PLOS ONE», 2025, 20, Article number: e0335752, pp. 1 - 17 [articolo]Open Access
Carbonaro, Antonella; Marfoglia, Alberto; Quaranta, Luigi; Mellone, Sabato; Lanubile, Filippo, Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions, «FRONTIERS IN DIGITAL HEALTH», 2025, 7, pp. 1 - 3 [articolo]Open Access
Robustelli, Antonio; Marfoglia, Alberto; D’Errico, Christian; Mellone, Sabato; Carbonaro, Antonella, Feasibility of MLOps-based healthcare pipelines in
ensuring the Cybersecurity Framework, in: MLOps25: Workshop on Machine Learning Operations 2025, Aachen, Ceur Workshop proceedings, 2025, pp. 1 - 12 (CEUR WORKSHOP PROCEEDINGS) [capitolo di libro]Open Access
Celli, Roberto; Zauli, Matteo; Zonzini, Federica; Arcobelli, Valerio Antonio; Mellone, Sabato; Spadotto, Alberto; Diemberger, Igor; De Marchi, Luca, Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers, in: Massimo Ruo Roch, Francesco Bellotti, Riccardo Berta, Maurizio Martina, Paolo Motto Ros, Applications in Electronics Pervading Industry, Environment and Society, Cham, Springer Nature, «LECTURE NOTES IN ELECTRICAL ENGINEERING», 2025, pp. 90 - 97 (atti di: ApplePies 2024, Torino, 19th and 20th September 2024) [Contributo in Atti di convegno]
Viceconti, Marco; Lanubile, Filippo; Carbonaro, Antonella; Mellone, Sabato; Curreli, Cristina; Aldieri, Alessandra; Ranciati, Saverio; Montanari, Angela, Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2025, 29, Article number: 10930459, pp. 5284 - 5290 [articolo]Open Access
Willemse, Ilse H J; Mellone, Sabato; Tacconi, Carlo; Ilg, Winfried; Schüle, Rebecca; Synofzik, Matthis; Nonnekes, Jorik H; van de Warrenburg, Bart P C, Smartphone Application for Spastic Ataxias Cross-Sectional Validation of a Newly Developed Smartphone App for Remote Monitoring in Spastic Ataxias, «THE CEREBELLUM», 2025, 24, Article number: 71, pp. 1 - 11 [articolo]Open Access
Marfoglia, Alberto; Nardini, Filippo; Arcobelli, VALERIO ANTONIO; Moscato, Serena; Mellone, Sabato; Carbonaro, Antonella, Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare, «COMPUTERS IN BIOLOGY AND MEDICINE», 2025, 187, Article number: 109745, pp. 1 - 11 [articolo]Open Access
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, Walking into aging: real-world mobility patterns and digital benchmarks from the InCHIANTI Study, «NPJ AGING», 2025, 11, Article number: 60, pp. 1 - 11 [articolo]Open Access
Arcobelli, V. A.; Carlson-Kuhta, P.; Engel, D.; Burgos, P.; Shah, V. V.; Mellone, S.; Chiari, L.; Horak, F. B.; Mancini, M., 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, in: Abstracts of the 24th National Congress of SIAMOC, Stresa, Italy, 2-5 October 2024, 2024, 114, pp. Page S1 - Page S1 (atti di: SIAMOC 2024, Stresa (VB), 03/10/2024) [Contributo in Atti di convegno]
