MELLONE, SABATO
MELLONE, SABATO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Ricercatori a tempo determinato
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
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
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
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
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
Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers
2024 Celli, Roberto; Zauli, Matteo; Zonzini, Federica; Arcobelli, VALERIO ANTONIO; Mellone, Sabato; Spadotto, Alberto; Diemberger, Igor; DE MARCHI, Luca
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
Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test
2023 V.A. Arcobelli; M. Zauli; L. De Marchi; L. Chiari; S. Mellone
CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization
2023 Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
Exploring Microphone Technologies for Digital Auscultation Devices
2023 Zauli, Matteo; Peppi, Lorenzo Mistral; Di Bonaventura, Luca; Arcobelli, Valerio Antonio; Spadotto, Alberto; Diemberger, Igor; Coppola, Valerio; Mellone, Sabato; De Marchi, Luca
mCrutch: A Novel m-Health Approach Supporting Continuity of Care
2023 Arcobelli, Valerio Antonio; Zauli, Matteo; Galteri, Giulia; Cristofolini, Luca; Chiari, Lorenzo; Cappello, Angelo; De Marchi, Luca; Mellone, Sabato
MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization
2023 Valerio Antonio Arcobelli, Serena Moscato, Alberto Marfoglia, Filippo Nardini, Pericle Randi, Angelo Davalli, Antonella Carbonaro, Pierpaolo Palumbo, Lorenzo Chiari, Sabato Mellone
Position paper From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research
2023 Viceconti M.; De Vos M.; Mellone S.; Geris L.
Impact of adherence to a lifestyle-integrated programme on physical function and behavioural complexity in young older adults at risk of functional decline: a multicentre RCT secondary analysis
2022 Mikolaizak, A Stefanie; Taraldsen, Kristin; Boulton, Elisabeth; Gordt, Katharina; Maier, Andrea Britta; Mellone, Sabato; Hawley-Hague, Helen; Aminian, Kamiar; Chiari, Lorenzo; Paraschiv-Ionescu, Anisoara; Pijnappels, Mirjam; Todd, Chris; Vereijken, Beatrix; Helbostad, Jorunn L; Becker, Clemens
Monitoring Health and Behavior in an Ecological Environment with Digital Technologies
2022 Serena Moscato, Pierpaolo Palumbo, Luca Palmerini, Sabato Mellone, Elena Borelli, Mattia Corzani, Lorenzo Chiari
| 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 | - |
| 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 | - | - | 4.01 Contributo in Atti di convegno | - |
| 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 | - |
| 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 |
| 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 | - |
| 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 |
| 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 | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| 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 | - |
| Assessment of crutch-assisted walking with sensorized crutches in a 6-Minute Walk Test | V.A. Arcobelli; M. Zauli; L. De Marchi; L. Chiari; S. Mellone | 2023-01-01 | - | - | 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 |
| Exploring Microphone Technologies for Digital Auscultation Devices | Zauli, Matteo; Peppi, Lorenzo Mistral; Di Bonaventura, Luca; Arcobelli, Valerio Antonio; Spadotto..., Alberto; Diemberger, Igor; Coppola, Valerio; Mellone, Sabato; De Marchi, Luca | 2023-01-01 | MICROMACHINES | - | 1.01 Articolo in rivista | micromachines-14-02092.pdf |
| mCrutch: A Novel m-Health Approach Supporting Continuity of Care | Arcobelli, Valerio Antonio; Zauli, Matteo; Galteri, Giulia; Cristofolini, Luca; Chiari, Lorenzo; ...Cappello, Angelo; De Marchi, Luca; Mellone, Sabato | 2023-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-23-04151.pdf |
| MOTU on FHIR: A preliminary strategy to enable interoperability for retrospective dataset standardization | Valerio Antonio Arcobelli, Serena Moscato, Alberto Marfoglia, Filippo Nardini, Pericle Randi, Ang...elo Davalli, Antonella Carbonaro, Pierpaolo Palumbo, Lorenzo Chiari, Sabato Mellone | 2023-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | 2Page_MOTU_FHIR_2023_Rev.pdf |
| Position paper From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research | Viceconti M.; De Vos M.; Mellone S.; Geris L. | 2023-01-01 | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS | - | 1.01 Articolo in rivista | Position_paper_From_the_digital_twins_in_healthcare_to_the_Virtual_Human_Twin_a_moon-shot_project_for_digital_health_research.pdf |
| Impact of adherence to a lifestyle-integrated programme on physical function and behavioural complexity in young older adults at risk of functional decline: a multicentre RCT secondary analysis | Mikolaizak, A Stefanie; Taraldsen, Kristin; Boulton, Elisabeth; Gordt, Katharina; Maier, Andrea B...ritta; Mellone, Sabato; Hawley-Hague, Helen; Aminian, Kamiar; Chiari, Lorenzo; Paraschiv-Ionescu, Anisoara; Pijnappels, Mirjam; Todd, Chris; Vereijken, Beatrix; Helbostad, Jorunn L; Becker, Clemens | 2022-01-01 | BMJ OPEN | - | 1.01 Articolo in rivista | - |
| Monitoring Health and Behavior in an Ecological Environment with Digital Technologies | Serena Moscato, Pierpaolo Palumbo, Luca Palmerini, Sabato Mellone, Elena Borelli, Mattia Corzani,... Lorenzo Chiari | 2022-01-01 | - | Texmat | 2.01 Capitolo / saggio in libro | - |