MARFOGLIA, ALBERTO
MARFOGLIA, ALBERTO
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Dottorandi
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
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
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
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
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
Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare
2024 Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro
CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization
2023 Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization
2023 Arcobelli, Valerio Antonio; Moscato, Serena; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle; Davalli, Angelo; Carbonaro, Antonella; Palumbo, Pierpaolo; Chiari, Lorenzo; Mellone, Sabato
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 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 | - |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 | - |
| CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization | Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone | 2023-01-01 | FRONTIERS IN DIGITAL HEALTH | - | 1.01 Articolo in rivista | fdgth-05-1322428 (2).pdf |
| MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization | Arcobelli, Valerio Antonio; Moscato, Serena; Marfoglia, Alberto; Nardini, Filippo; Randi, Pericle...; Davalli, Angelo; Carbonaro, Antonella; Palumbo, Pierpaolo; Chiari, Lorenzo; Mellone, Sabato | 2023-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | 2Page_MOTU_FHIR_2023_Rev.pdf |