Sabato Mellone

42 papers B 1C 1Journal 23Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A knowledge graph-driven framework for deploying AI-powered patient digital twins. Future Gener. Comput. Syst. Alberto Marfoglia, Christian D'Errico, Sabato Mellone, Antonella Carbonaro
2025	—	`conf`	A LLMOps-Driven Framework for Clinical Data Harmonization. MLOps@ECAI Alberto Marfoglia, Antonio Robustelli, Christian D'Errico, Sabato Mellone, Antonella Carbonaro
2025	—	`conf`	CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare. PerCom Workshops Alberto Marfoglia, Christian D'Errico, Filippo Nardini, Sabato Mellone, Antonella Carbonaro
2025	J	`jnl`	Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions. Frontiers Digit. Health Antonella Carbonaro, Alberto Marfoglia, Luigi Quaranta, Sabato Mellone, Filippo Lanubile
2025	—	`conf`	Feasibility of MLOps-based Healthcare Pipelines in Ensuring the Cybersecurity Framework. MLOps@ECAI Antonio Robustelli, Alberto Marfoglia, Christian D'Errico, Sabato Mellone, Antonella Carbonaro
2025	J	`jnl`	Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors. IEEE J. Biomed. Health Informatics Marco Viceconti, Filippo Lanubile, Antonella Carbonaro, Sabato Mellone, Cristina Curreli, Alessandra Aldieri, Saverio Ranciati, Angela Montanari
2025	J	`jnl`	Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare. Comput. Biol. Medicine Alberto Marfoglia, Filippo Nardini, Valerio Antonio Arcobelli, Serena Moscato, Sabato Mellone, Antonella Carbonaro
2024	J	`jnl`	Corrigendum: CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. Frontiers Digit. Health Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
2024	—	`conf`	Enhancing TWIN Lower-Limb Exoskeleton Functionalities Through Sensorized Crutches and a Trunk Inertial Measurement Unit. BioRob Valerio Antonio Arcobelli, A. Bruschi, Christian Vassallo, Matteo Zauli, Luca De Marchi, Stefano Maludrottu, Matteo Laffranchi, Lorenzo Chiari, Sabato Mellone
2024	—	`conf`	Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers. ApplePies Roberto Celli, Matteo Zauli, Federica Zonzini, Valerio Antonio Arcobelli, Sabato Mellone, Alberto Spadotto, Igor Diemberger, Luca De Marchi
2024	J	`jnl`	Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health Research. IEEE J. Biomed. Health Informatics Marco Viceconti, Maarten De Vos, Sabato Mellone, Liesbet Geris
2024	J	`jnl`	Real-World Balance Assessment While Standing for Fall Prediction in Older Adults. IEEE Trans. Biomed. Eng. Jose Albites-Sanabria, Pierpaolo Palumbo, Jorunn L. Helbostad, Stefania Bandinelli, Sabato Mellone, Luca Palmerini, Lorenzo Chiari
2024	—	`conf`	Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare. PerCom Workshops Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro
2023	J	`jnl`	CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. Frontiers Digit. Health Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
2023	J	`jnl`	From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research. CoRR Marco Viceconti, Maarten De Vos, Sabato Mellone, Liesbet Geris
2023	—	`conf`	Preliminary Development of a Full-Digital Smart System for Chest Auscultation and Further Internet of Medical Things Framework. ApplePies Matteo Zauli, Lorenzo Mistral Peppi, Valerio Antonio Arcobelli, Luca Di Bonaventura, Valerio Coppola, Sabato Mellone, Luca De Marchi
2023	J	`jnl`	mCrutch: A Novel m-Health Approach Supporting Continuity of Care. Sensors Valerio Antonio Arcobelli, Matteo Zauli, Giulia Galteri, Luca Cristofolini, Lorenzo Chiari, Angelo Cappello, Luca De Marchi, Sabato Mellone
2021	J	`jnl`	Template-Based Recognition of Human Locomotion in IMU Sensor Data Using Dynamic Time Warping. Sensors Kim S. Sczuka, Marc Schneider, Alan K. Bourke, Sabato Mellone, Ngaire Kerse, Jorunn L. Helbostad, Clemens Becker, Jochen Klenk
2020	—	`conf`	A Recommender System for Behavioral Change in 60-70-year-old Adults. AIxAS@AI*IA Pierpaolo Palumbo, Luca Cattelani, Federica Fusco, Mirjam Pijnappels, Lorenzo Chiari, Federico Chesani, Sabato Mellone
2020	J	`jnl`	Digital Technology to Deliver a Lifestyle-Integrated Exercise Intervention in Young Seniors - The PreventIT Feasibility Randomized Controlled Trial. Frontiers Digit. Health Kristin Taraldsen, A. Stefanie Mikolaizak, Andrea B. Maier, Sabato Mellone, Elisabeth Boulton, Kamiar Aminian, Clemens Becker, Lorenzo Chiari, Turid Follestad, Brenda Gannon, Anisoara Paraschiv-Ionescu, Mirjam Pijnappels, Ingvild Saltvedt, Michael Schwenk, Chris J. Todd, Fan B. Yang, Anna Zacchi, Jeanine M. Van Ancum, Beatrix Vereijken, Jorunn L. Helbostad
2020	J	`jnl`	Predicting Advanced Balance Ability and Mobility with an Instrumented Timed Up and Go Test. Sensors Ronny Bergquist, Corinna Nerz, Kristin Taraldsen, Sabato Mellone, Espen A. F. Ihlen, Beatrix Vereijken, Jorunn L. Helbostad, Clemens Becker, A. Stefanie Mikolaizak
2020	J	`jnl`	Will We Do If We Can? Habitual Qualitative and Quantitative Physical Activity in Multi-Morbid, Older Persons with Cognitive Impairment. Sensors Bastian Abel, Martin Bongartz, Tobias Eckert, Phoebe Ullrich, Rainer Beurskens, Sabato Mellone, Jürgen M. Bauer, Sallie E. Lamb, Klaus Hauer
2019	J	`jnl`	An Exploratory Factor Analysis of Sensor-Based Physical Capability Assessment. Sensors Alice Coni, Sabato Mellone, Marco Colpo, Jack M. Guralnik, Kushang V. Patel, Stefania Bandinelli, Lorenzo Chiari
2019	J	`jnl`	Comparison of Standard Clinical and Instrumented Physical Performance Tests in Discriminating Functional Status of High-Functioning People Aged 61-70 Years Old. Sensors Alice Coni, Jeanine M. Van Ancum, Ronny Bergquist, A. Stefanie Mikolaizak, Sabato Mellone, Lorenzo Chiari, Andrea B. Maier, Mirjam Pijnappels
2019	J	`jnl`	HABITAT: An IoT Solution for Independent Elderly. Sensors Elena Borelli, Giacomo Paolini, Francesco Antoniazzi, Marina Barbiroli, Francesca Benassi, Federico Chesani, Lorenzo Chiari, Massimiliano Fantini, Franco Fuschini, Andrea Galassi, Gian Andrea Giacobone, Silvia Imbesi, Melissa Licciardello, Daniela Loreti, Michele Marchi, Diego Masotti, Paola Mello, Sabato Mellone, Giuseppe Mincolelli, Carla Raffaelli, Luca Roffia, Tullio Salmon Cinotti, Carlo Tacconi, Paola Tamburini, Marco Zoli, Alessandra Costanzo
2018	J	`jnl`	Complexity of Daily Physical Activity Is More Sensitive Than Conventional Metrics to Assess Functional Change in Younger Older Adults. Sensors Wei Zhang, Michael Schwenk, Sabato Mellone, Anisoara Paraschiv-Ionescu, Beatrix Vereijken, Mirjam Pijnappels, A. Stefanie Mikolaizak, Elisabeth Boulton, Nini H. Jonkman, Andrea B. Maier, Jochen Klenk, Jorunn L. Helbostad, Kristin Taraldsen, Kamiar Aminian
2017	J	`jnl`	Mobile Health Applications to Promote Active and Healthy Ageing. Sensors Jorunn L. Helbostad, Beatrix Vereijken, Clemens Becker, Chris J. Todd, Kristin Taraldsen, Mirjam Pijnappels, Kamiar Aminian, Sabato Mellone
2016	—	`conf`	Association between smartphone-based activity monitoring and traditional clinical assessment tools in community-dwelling older people. RTSI Alice Coni, Sabato Mellone, Julia M. Leach, Marco Colpo, Stefania Bandinelli, Lorenzo Chiari
2016	J	`jnl`	Developing the FARSEEING Taxonomy of Technologies: Classification and description of technology use (including ICT) in falls prevention studies. J. Biomed. Informatics Elisabeth Boulton, Helen Hawley-Hague, Beatrix Vereijken, Amanda M. Clifford, Nick A. Guldemond, Klaus Pfeiffer, Alex Hall, Federico Chesani, Sabato Mellone, Alan Bourke, Chris J. Todd
2016	—	`conf`	Fall detection algorithms for real-world falls harvested from lumbar sensors in the elderly population: A machine learning approach. EMBC Alan K. Bourke, Jochen Klenk, Lars Schwickert, Kamiar Aminian, Espen A. F. Ihlen, Sabato Mellone, Jorunn L. Helbostad, Lorenzo Chiari, Clemens Becker
2016	—	`conf`	Patterns of human activity behavior: from data to information and clinical knowledge. UbiComp Adjunct Anisoara Paraschiv-Ionescu, Sabato Mellone, Marco Colpo, Alan Bourke, Espen A. F. Ihlen, Christopher Moufawad el Achkar, Lorenzo Chiari, Clemens Becker, Kamiar Aminian
2015	—	`conf`	Influence of age and gender on sensor-based functional measures: A factor analysis approach. EMBC Alice Coni, Sabato Mellone, Marco Colpo, Stefania Bandinelli, Lorenzo Chiari
2015	—	`conf`	Physical activity classification meets daily life: Review on existing methodologies and open challenges. EMBC Muhammad Awais, Sabato Mellone, Lorenzo Chiari
2014	J	`jnl`	Continuous Monitoring of Turning in Patients with Movement Disability. Sensors Mahmoud El-Gohary, Sean Pearson, James McNames, Martina Mancini, Fay B. Horak, Sabato Mellone, Lorenzo Chiari
2014	—	`conf`	Designing Smart Home Technology for Fall Prevention in Older People. HCI (27) Ather Nawaz, Jorunn L. Helbostad, Nina Skjæret, Beatrix Vereijken, Alan Bourke, Yngve Dahl, Sabato Mellone
2013	B	`conf`	Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions. AIME Luca Palmerini, Sabato Mellone, Guido Avanzolini, Franco Valzania, Lorenzo Chiari
2011	—	`conf`	Dimensionality reduction for the quantitative evaluation of a smartphone-based Timed Up and Go test. EMBC Luca Palmerini, Sabato Mellone, Laura Rocchi, Lorenzo Chiari
2011	J	`jnl`	Feature Selection for Accelerometer-Based Posture Analysis in Parkinson's Disease. IEEE Trans. Inf. Technol. Biomed. Luca Palmerini, Laura Rocchi, Sabato Mellone, Franco Valzania, Lorenzo Chiari
2011	J	`jnl`	Hilbert-Huang-Based Tremor Removal to Assess Postural Properties From Accelerometers. IEEE Trans. Biomed. Eng. Sabato Mellone, Luca Palmerini, Angelo Cappello, Lorenzo Chiari
2011	—	`conf`	Smartphone-based applications for investigating falls and mobility. PervasiveHealth Carlo Tacconi, Sabato Mellone, Lorenzo Chiari
2010	C	`conf`	A Clinical Application of Feature Selection: Quantitative Evaluation of the Locomotor Function. IC3K Luca Palmerini, Laura Rocchi, Sabato Mellone, Franco Valzania, Lorenzo Chiari
2010	—	`conf`	Feature Selection for the Instrumented Timed Up and Go in Parkinson's Disease. KDIR Luca Palmerini, Laura Rocchi, Sabato Mellone, Lorenzo Chiari, Franco Valzania