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) [Chapter or essay]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, 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) [Contribution to conference proceedings]
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 [Scientific article]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) [Chapter or essay]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 [Scientific article]Open Access
Arcobelli, Valerio Antonio; Moscato, Serena; Palumbo, Pierpaolo; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Chiari, Lorenzo; Mellone, Sabato, FHIR-standardized data collection on the clinical rehabilitation pathway of trans-femoral amputation patients, «SCIENTIFIC DATA», 2024, 11, Article number: 806 , pp. 1 - 14 [Scientific article]Open Access
Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro, Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare, in: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, IEEE, 2024, pp. 1 - 7 (atti di: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, Biarritz, France, March 11-15) [Contribution to conference proceedings]
Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone, CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization, «FRONTIERS IN DIGITAL HEALTH», 2023, 5, Article number: 1322428 , pp. 1 - 6 [Scientific article]Open Access
Arcobelli, Valerio Antonio; Moscato, Serena; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Palumbo, Pierpaolo; Chiari, Lorenzo; Mellone, Sabato, MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization, in: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, New York, IEEE Computer Society, 2023, pp. 81 - 82 (atti di: IEEE EMBS International Conference on Data Science and Engineering in Healthcare, Medicine & Biology, St Julians, Malta, December 7-9, 2023) [Contribution to conference proceedings]Open Access
