Feature Selection for the Instrumented Timed Up and Go in Parkinson's Disease. - Luca Palmerini; Laura Rocchi; Sabato Mellone; Lorenzo Chiari; Franco Valzania (KDIR, 2010)

A Clinical Application of Feature Selection: Quantitative Evaluation of the Locomotor Function. - Luca Palmerini; Laura Rocchi; Sabato Mellone; Franco Valzania; Lorenzo Chiari (IC3K, 2010)

Dimensionality reduction for the quantitative evaluation of a smartphone-based Timed Up and Go test. - Luca Palmerini; Sabato Mellone; Laura Rocchi; Lorenzo Chiari (EMBC, 2011)

Smartphone-based applications for investigating falls and mobility. - Carlo Tacconi; Sabato Mellone; Lorenzo Chiari (PervasiveHealth, 2011)

Hilbert-Huang-Based Tremor Removal to Assess Postural Properties From Accelerometers. - Sabato Mellone; Luca Palmerini; Angelo Cappello; Lorenzo Chiari (IEEE Trans. Biomed. Eng., 2011)

Feature Selection for Accelerometer-Based Posture Analysis in Parkinson's Disease. - Luca Palmerini; Laura Rocchi; Sabato Mellone; Franco Valzania; Lorenzo Chiari (IEEE Trans. Inf. Technol. Biomed., 2011)

Classification of Early-Mild Subjects with Parkinson's Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions. - Luca Palmerini; Sabato Mellone; Guido Avanzolini; Franco Valzania; Lorenzo Chiari (AIME, 2013)

Designing Smart Home Technology for Fall Prevention in Older People. - Ather Nawaz; Jorunn L. Helbostad; Nina Skjæret; Beatrix Vereijken; Alan Bourke; Yngve Dahl; Sabato Mellone (HCI (27), 2014)

Continuous Monitoring of Turning in Patients with Movement Disability. - Mahmoud El-Gohary; Sean Pearson; James McNames; Martina Mancini; Fay B. Horak; Sabato Mellone; Lorenzo Chiari (Sensors, 2014)

Physical activity classification meets daily life: Review on existing methodologies and open challenges. - Muhammad Awais 003; Sabato Mellone; Lorenzo Chiari (EMBC, 2015)

Influence of age and gender on sensor-based functional measures: A factor analysis approach. - Alice Coni; Sabato Mellone; Marco Colpo; Stefania Bandinelli; Lorenzo Chiari (EMBC, 2015)

Fall detection algorithms for real-world falls harvested from lumbar sensors in the elderly population: A machine learning approach. - Alan K. Bourke; Jochen Klenk; Lars Schwickert; Kamiar Aminian; Espen A. F. Ihlen; Sabato Mellone; Jorunn L. Helbostad; Lorenzo Chiari; Clemens Becker (EMBC, 2016)

Patterns of human activity behavior: from data to information and clinical knowledge. - Anisoara Paraschiv-Ionescu; Sabato Mellone; Marco Colpo; Alan Bourke; Espen A. F. Ihlen; Christopher Moufawad el Achkar; Lorenzo Chiari; Clemens Becker; Kamiar Aminian (UbiComp Adjunct, 2016)

Association between smartphone-based activity monitoring and traditional clinical assessment tools in community-dwelling older people. - Alice Coni; Sabato Mellone; Julia M. Leach; Marco Colpo; Stefania Bandinelli; Lorenzo Chiari (RTSI, 2016)

Developing the FARSEEING Taxonomy of Technologies: Classification and description of technology use (including ICT) in falls prevention studies. - 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 (J. Biomed. Informatics, 2016)

Mobile Health Applications to Promote Active and Healthy Ageing. - Jorunn L. Helbostad; Beatrix Vereijken; Clemens Becker; Chris J. Todd; Kristin Taraldsen; Mirjam Pijnappels; Kamiar Aminian; Sabato Mellone (Sensors, 2017)

Complexity of Daily Physical Activity Is More Sensitive Than Conventional Metrics to Assess Functional Change in Younger Older Adults. - Wei Zhang 091; 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; et al. (Sensors, 2018)

HABITAT: An IoT Solution for Independent Elderly. - 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; et al. (Sensors, 2019)

Comparison of Standard Clinical and Instrumented Physical Performance Tests in Discriminating Functional Status of High-Functioning People Aged 61-70 Years Old. - Alice Coni; Jeanine M. Van Ancum; Ronny Bergquist; A. Stefanie Mikolaizak; Sabato Mellone; Lorenzo Chiari; Andrea B. Maier; Mirjam Pijnappels (Sensors, 2019)

An Exploratory Factor Analysis of Sensor-Based Physical Capability Assessment. - Alice Coni; Sabato Mellone; Marco Colpo; Jack M. Guralnik; Kushang V. Patel; Stefania Bandinelli; Lorenzo Chiari (Sensors, 2019)

A Recommender System for Behavioral Change in 60-70-year-old Adults. - Pierpaolo Palumbo; Luca Cattelani; Federica Fusco; Mirjam Pijnappels; Lorenzo Chiari; Federico Chesani; Sabato Mellone (AIxAS@AI*IA, 2020)

Digital Technology to Deliver a Lifestyle-Integrated Exercise Intervention in Young Seniors - The PreventIT Feasibility Randomized Controlled Trial. - 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; et al. (Frontiers Digit. Health, 2020)

Will We Do If We Can? Habitual Qualitative and Quantitative Physical Activity in Multi-Morbid, Older Persons with Cognitive Impairment. - Bastian Abel; Martin Bongartz; Tobias Eckert; Phoebe Ullrich; Rainer Beurskens; Sabato Mellone; Jürgen M. Bauer; Sallie E. Lamb; Klaus Hauer (Sensors, 2020)

Predicting Advanced Balance Ability and Mobility with an Instrumented Timed Up and Go Test. - Ronny Bergquist; Corinna Nerz; Kristin Taraldsen; Sabato Mellone; Espen A. F. Ihlen; Beatrix Vereijken; Jorunn L. Helbostad; Clemens Becker; A. Stefanie Mikolaizak (Sensors, 2020)

Template-Based Recognition of Human Locomotion in IMU Sensor Data Using Dynamic Time Warping. - Kim S. Sczuka; Marc Schneider; Alan K. Bourke; Sabato Mellone; Ngaire Kerse; Jorunn L. Helbostad; Clemens Becker; Jochen Klenk (Sensors, 2021)

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 Coppola; Sabato Mellone; Luca De Marchi (ApplePies, 2023)

From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research. - Marco Viceconti; Maarten De Vos; Sabato Mellone; Liesbet Geris (CoRR, 2023)

mCrutch: A Novel m-Health Approach Supporting Continuity of Care. - Valerio Antonio Arcobelli; Matteo Zauli; Giulia Galteri; Luca Cristofolini; Lorenzo Chiari; Angelo Cappello; Luca De Marchi; Sabato Mellone (Sensors, 2023)

CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. - Antonella Carbonaro; Alberto Marfoglia; Filippo Nardini; Sabato Mellone (Frontiers Digit. Health, 2023)

Improving Auscultation in Wearable Health Devices Integrating MEMS Microphones and Accelerometers. - Roberto Celli; Matteo Zauli; Federica Zonzini; Valerio Antonio Arcobelli; Sabato Mellone; Alberto Spadotto; Igor Diemberger; Luca De Marchi (ApplePies, 2024)

Enhancing TWIN Lower-Limb Exoskeleton Functionalities Through Sensorized Crutches and a Trunk Inertial Measurement Unit. - Valerio Antonio Arcobelli; A. Bruschi; Christian Vassallo; Matteo Zauli; Luca De Marchi; Stefano Maludrottu; Matteo Laffranchi; Lorenzo Chiari; Sabato Mellone (BioRob, 2024)

Representation of Machine Learning Models to Enhance Simulation Capabilities Within Digital Twins in Personalized Healthcare. - Alberto Marfoglia; Filippo Nardini; Sabato Mellone; Antonella Carbonaro (PerCom Workshops, 2024)

Corrigendum: CONNECTED: leveraging digital twins and personal knowledge graphs in healthcare digitalization. - Antonella Carbonaro; Alberto Marfoglia; Filippo Nardini; Sabato Mellone (Frontiers Digit. Health, 2024)

Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health Research. - Marco Viceconti; Maarten De Vos; Sabato Mellone; Liesbet Geris (IEEE J. Biomed. Health Informatics, 2024)

Real-World Balance Assessment While Standing for Fall Prediction in Older Adults. - Jose Albites-Sanabria; Pierpaolo Palumbo; Jorunn L. Helbostad; Stefania Bandinelli; Sabato Mellone; Luca Palmerini; Lorenzo Chiari (IEEE Trans. Biomed. Eng., 2024)

CONNECTED: A Knowledge Graph-Driven Platform for Clinical Data Harmonization and Personalized Digital Twin-Based Healthcare. - Alberto Marfoglia; Christian D'Errico; Filippo Nardini; Sabato Mellone; Antonella Carbonaro (PerCom Workshops, 2025)

Towards real-world clinical data standardization: A modular FHIR-driven transformation pipeline to enhance semantic interoperability in healthcare. - Alberto Marfoglia; Filippo Nardini; Valerio Antonio Arcobelli; Serena Moscato; Sabato Mellone; Antonella Carbonaro (Comput. Biol. Medicine, 2025)

Position Paper: Extending Credibility Assessment of In Silico Medicine Predictors to Machine Learning Predictors. - Marco Viceconti; Filippo Lanubile; Antonella Carbonaro; Sabato Mellone; Cristina Curreli; Alessandra Aldieri; Saverio Ranciati; Angela Montanari (IEEE J. Biomed. Health Informatics, 2025)