Sabato Mellone

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Factor Analysis

Physical Activity

Machine Learning Models

Top Venues

Frontiers Digit. Health

Publications

Jose Albites-Sanabria, Pierpaolo Palumbo, Jorunn L. Helbostad, Stefania Bandinelli, Sabato Mellone, Luca Palmerini, Lorenzo Chiari
Real-World Balance Assessment While Standing for Fall Prediction in Older Adults. IEEE Trans. Biomed. Eng. 71 (3) (2024)
Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
Corrigendum: CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. Frontiers Digit. Health 6 (2024)
Alberto Marfoglia, Filippo Nardini, Sabato Mellone, Antonella Carbonaro
Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare. PerCom Workshops (2024)
Marco Viceconti, Maarten De Vos, Sabato Mellone, Liesbet Geris
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 28 (1) (2024)
Marco Viceconti, Maarten De Vos, Sabato Mellone, Liesbet Geris
From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research. CoRR (2023)
Antonella Carbonaro, Alberto Marfoglia, Filippo Nardini, Sabato Mellone
CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. Frontiers Digit. Health 5 (2023)
Valerio Antonio Arcobelli, Matteo Zauli, Giulia Galteri, Luca Cristofolini, Lorenzo Chiari, Angelo Cappello, Luca De Marchi, Sabato Mellone
mCrutch: A Novel m-Health Approach Supporting Continuity of Care. Sensors 23 (8) (2023)
Matteo Zauli, Lorenzo Mistral Peppi, Valerio Antonio Arcobelli, Luca Di Bonaventura, Valerio Coppola, Sabato Mellone, Luca De Marchi
Preliminary Development of a Full-Digital Smart System for Chest Auscultation and Further Internet of Medical Things Framework. ApplePies (2023)
Kim S. Sczuka, Marc Schneider, Alan K. Bourke, Sabato Mellone, Ngaire Kerse, Jorunn L. Helbostad, Clemens Becker, Jochen Klenk
Template-Based Recognition of Human Locomotion in IMU Sensor Data Using Dynamic Time Warping. Sensors 21 (8) (2021)
Pierpaolo Palumbo, Luca Cattelani, Federica Fusco, Mirjam Pijnappels, Lorenzo Chiari, Federico Chesani, Sabato Mellone
A Recommender System for Behavioral Change in 60-70-year-old Adults. AIxAS@AI*IA (2020)
Ronny Bergquist, Corinna Nerz, Kristin Taraldsen, Sabato Mellone, Espen A. F. Ihlen, Beatrix Vereijken, Jorunn L. Helbostad, Clemens Becker, A. Stefanie Mikolaizak
Predicting Advanced Balance Ability and Mobility with an Instrumented Timed Up and Go Test. Sensors 20 (17) (2020)
Bastian Abel, Martin Bongartz, Tobias Eckert, Phoebe Ullrich, Rainer Beurskens, Sabato Mellone, Jürgen M. Bauer, Sallie E. Lamb, Klaus Hauer
Will We Do If We Can? Habitual Qualitative and Quantitative Physical Activity in Multi-Morbid, Older Persons with Cognitive Impairment. Sensors 20 (24) (2020)
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
Digital Technology to Deliver a Lifestyle-Integrated Exercise Intervention in Young Seniors - The PreventIT Feasibility Randomized Controlled Trial. Frontiers Digit. Health 2 (2020)
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
HABITAT: An IoT Solution for Independent Elderly. Sensors 19 (5) (2019)
Alice Coni, Jeanine M. Van Ancum, Ronny Bergquist, A. Stefanie Mikolaizak, Sabato Mellone, Lorenzo Chiari, Andrea B. Maier, Mirjam Pijnappels
Comparison of Standard Clinical and Instrumented Physical Performance Tests in Discriminating Functional Status of High-Functioning People Aged 61-70 Years Old. Sensors 19 (3) (2019)
Alice Coni, Sabato Mellone, Marco Colpo, Jack M. Guralnik, Kushang V. Patel, Stefania Bandinelli, Lorenzo Chiari
An Exploratory Factor Analysis of Sensor-Based Physical Capability Assessment. Sensors 19 (10) (2019)
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
Complexity of Daily Physical Activity Is More Sensitive Than Conventional Metrics to Assess Functional Change in Younger Older Adults. Sensors 18 (7) (2018)
Jorunn L. Helbostad, Beatrix Vereijken, Clemens Becker, Chris J. Todd, Kristin Taraldsen, Mirjam Pijnappels, Kamiar Aminian, Sabato Mellone
Mobile Health Applications to Promote Active and Healthy Ageing. Sensors 17 (3) (2017)
Elisabeth Boulton, Helen Hawley-Hague, Beatrix Vereijken, Amanda Clifford, Nick A. Guldemond, Klaus Pfeiffer, Alex Hall, Federico Chesani, Sabato Mellone, Alan Bourke, Chris J. Todd
Developing the FARSEEING Taxonomy of Technologies: Classification and description of technology use (including ICT) in falls prevention studies. J. Biomed. Informatics 61 (2016)
Alice Coni, Sabato Mellone, Julia M. Leach, Marco Colpo, Stefania Bandinelli, Lorenzo Chiari
Association between smartphone-based activity monitoring and traditional clinical assessment tools in community-dwelling older people. RTSI (2016)
Anisoara Paraschiv-Ionescu, Sabato Mellone, Marco Colpo, Alan Bourke, Espen A. F. Ihlen, Christopher Moufawad el Achkar, Lorenzo Chiari, Clemens Becker, Kamiar Aminian
Patterns of human activity behavior: from data to information and clinical knowledge. UbiComp Adjunct (2016)
Alan K. Bourke, Jochen Klenk, Lars Schwickert, Kamiar Aminian, Espen A. F. Ihlen, Sabato Mellone, Jorunn L. Helbostad, Lorenzo Chiari, Clemens Becker
Fall detection algorithms for real-world falls harvested from lumbar sensors in the elderly population: A machine learning approach. EMBC (2016)
Alice Coni, Sabato Mellone, Marco Colpo, Stefania Bandinelli, Lorenzo Chiari
Influence of age and gender on sensor-based functional measures: A factor analysis approach. EMBC (2015)
Muhammad Awais, Sabato Mellone, Lorenzo Chiari
Physical activity classification meets daily life: Review on existing methodologies and open challenges. EMBC (2015)
Mahmoud El-Gohary, Sean Pearson, James McNames, Martina Mancini, Fay B. Horak, Sabato Mellone, Lorenzo Chiari
Continuous Monitoring of Turning in Patients with Movement Disability. Sensors 14 (1) (2014)
Ather Nawaz, Jorunn L. Helbostad, Nina Skjæret, Beatrix Vereijken, Alan Bourke, Yngve Dahl, Sabato Mellone
Designing Smart Home Technology for Fall Prevention in Older People. HCI (27) (2014)
Luca Palmerini, Sabato Mellone, Guido Avanzolini, Franco Valzania, Lorenzo Chiari
Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions. AIME (2013)
Luca Palmerini, Sabato Mellone, Laura Rocchi, Lorenzo Chiari
Dimensionality reduction for the quantitative evaluation of a smartphone-based Timed Up and Go test. EMBC (2011)
Carlo Tacconi, Sabato Mellone, Lorenzo Chiari
Smartphone-based applications for investigating falls and mobility. PervasiveHealth (2011)
Sabato Mellone, Luca Palmerini, Angelo Cappello, Lorenzo Chiari
Hilbert-Huang-Based Tremor Removal to Assess Postural Properties From Accelerometers. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Luca Palmerini, Laura Rocchi, Sabato Mellone, Franco Valzania, Lorenzo Chiari
Feature Selection for Accelerometer-Based Posture Analysis in Parkinson's Disease. IEEE Trans. Inf. Technol. Biomed. 15 (3) (2011)
Luca Palmerini, Laura Rocchi, Sabato Mellone, Lorenzo Chiari, Franco Valzania
Feature Selection for the Instrumented Timed Up and Go in Parkinson's Disease. KDIR (2010)
Luca Palmerini, Laura Rocchi, Sabato Mellone, Franco Valzania, Lorenzo Chiari
A Clinical Application of Feature Selection: Quantitative Evaluation of the Locomotor Function. IC3K (2010)