Audio-biofeedback for balance improvement: an accelerometry-based system. - Lorenzo Chiari; Marco Dozza; Angelo Cappello; Fay B. Horak; Velio Macellari; Daniele Giansanti (IEEE Trans. Biomed. Eng., 2005)

Dependence of anticipatory postural adjustments for step initiation on task movement features: a study based on dynamometric and accelerometric data. - Laura Rocchi; Martina Mancini; Lorenzo Chiari; Angelo Cappello (EMBC, 2006)

Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network. - Davide Brunelli; Elisabetta Farella; Laura Rocchi; Marco Dozza; Lorenzo Chiari; Luca Benini (PerCom Workshops, 2006)

Validation of a wireless portable biofeedback system for balance control: Preliminary results. - Laura Rocchi; Marco Benocci; Elisabetta Farella; Luca Benini; Lorenzo Chiari (PervasiveHealth, 2008)

A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units. - Marco Benocci; Laura Rocchi; Elisabetta Farella; Lorenzo Chiari; Luca Benini (PervasiveHealth, 2009)

A computational modelling approach to investigate different targets in deep brain stimulation for Parkinson's disease. - Marco Pirini; Laura Rocchi; Mariachiara Sensi; Lorenzo Chiari (J. Comput. Neurosci., 2009)

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)

Accelerometer-based fall detection using optimized ZigBee data streaming. - Marco Benocci; Carlo Tacconi; Elisabetta Farella; Luca Benini; Lorenzo Chiari; Laura Vanzago (Microelectron. J., 2010)

Wearable systems with minimal set-up for monitoring and training of balance and mobility. - Lorenzo Chiari (EMBC, 2011)

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)

Accelerometry-based prediction of movement dynamics for balance monitoring. - Valeria Lucia Fuschillo; Fabio Bagalà; Lorenzo Chiari; Angelo Cappello (Medical Biol. Eng. Comput., 2012)

LPAD-based Fall Risk Assessment. - Luca Cattelani; Pierpaolo Palumbo; Federico Chesani; Luca Palmerini; Lorenzo Chiari (PAI@AI*IA, 2013)

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)

FRAT-Up, a Rule-Based System Evaluating Fall Risk in the Elderly. - Luca Cattelani; Federico Chesani; Pierpaolo Palumbo; Luca Palmerini; Stefania Bandinelli; Clemens Becker; Lorenzo Chiari (CBMS, 2014)

Automatic Identification of Motor Patterns Leading to Freezing of Gait in Parkinson's Disease - An Exploratory Study. - Luca Palmerini; Laura Rocchi; Jeffrey M. Hausdorff; Lorenzo Chiari (ICPRAM, 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)

User Experience (UX) of the Fall Risk Assessment Tool (FRAT-up). - Ather Nawaz; Jorunn Lægdheim Helbostad; Lorenzo Chiari; Federico Chesani; Luca Cattelani (CBMS, 2015)

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

Temporal and kinematic variables for real-world falls harvested from lumbar sensors in the elderly population. - Alan K. Bourke; Jochen Klenk; Lars Schwickert; Kamiar Aminian; Espen A. F. Ihlen; Jorunn L. Helbostad; Lorenzo Chiari; Clemens Becker (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)

Sense and sensibility: smartphones and wearable technologies to support seniors. - Lorenzo Chiari (W4A, 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)

Handling Gait Impairments of Persons with Parkinson's Disease by Means of Real-Time Biofeedback in a Daily Life Environment. - Alberto Ferrari; Pieter Ginis; Alice Nieuwboer; Reynold Greenlaw; Andrew Muddiman; Lorenzo Chiari (ICOST, 2016)

Physical activity classification using body-worn inertial sensors in a multi-sensor setup. - Muhammad Awais 003; Luca Palmerini; Lorenzo Chiari (RTSI, 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)

Performance Evaluation of State of the Art Systems for Physical Activity Classification of Older Subjects Using Inertial Sensors in a Real Life Scenario: A Benchmark Study. - Muhammad Awais 003; Luca Palmerini; Alan K. Bourke; Espen A. F. Ihlen; Jorunn L. Helbostad; Lorenzo Chiari (Sensors, 2016)

Developing an Assessment (Tool) for Touch Screen Devices. - Alexandra Danial-Saad; Lorenzo Chiari (AAATE Conf., 2017)

Digital Health Challenges in the Silver Era. - Lorenzo Chiari (SERVICES, 2019)

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)

Physical Activity Classification for Elderly People in Free-Living Conditions. - Muhammad Awais 003; Lorenzo Chiari; Espen Alexander Fürst Ihlen; Jorunn L. Helbostad; Luca Palmerini (IEEE J. Biomed. Health Informatics, 2019)

Risk Prediction Model for Late Life Depression: Development and Validation on Three Large European Datasets. - Luca Cattelani; Martino Belvederi Murri; Federico Chesani; Lorenzo Chiari; Stefania Bandinelli; Pierpaolo Palumbo (IEEE J. Biomed. Health Informatics, 2019)

"Touchscreen Assessment Tool" (TATOO), an Assessment Tool Based on the Expanded Conceptual Model of Frailty. - Alexandra Danial-Saad; Lorenzo Chiari; Yael Benvenisti; Shlomi Laufer; Michal Elboim-Gabyzon (Enhanced Living Environments, 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)

A rule-based framework for risk assessment in the health domain. - Luca Cattelani; Federico Chesani; Luca Palmerini; Pierpaolo Palumbo; Lorenzo Chiari; Stefania Bandinelli (Int. J. Approx. Reason., 2020)

Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls. - Luca Palmerini; Jochen Klenk; Clemens Becker; Lorenzo Chiari (Sensors, 2020)

User-Centered Design of Cues with Smart Glasses for Gait Rehabilitation in People with Parkinson's Disease: A Methodology for the Analysis of Human Requirements and Cues Effectiveness. - Silvia Imbesi; Mattia Corzani; Filippo Petrocchi; Giovanna Lopane; Lorenzo Chiari; Giuseppe Mincolelli (AHFE (6), 2021)

Machine Learning Based Fall Detector With a Sensorized Tip. - Asier Brull Mesanza; Ilaria D'Ascanio; Asier Zubizarreta; Luca Palmerini; Lorenzo Chiari; Itziar Cabanes (IEEE Access, 2021)

Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification. - Muhammad Awais 003; Lorenzo Chiari; Espen A. F. Ihlen; Jorunn L. Helbostad; Luca Palmerini (Sensors, 2021)

Automatic pain assessment on cancer patients using physiological signals recorded in real-world contexts. - Serena Moscato; Silvia Orlandi; Andrea Giannelli; Rita Ostan; Lorenzo Chiari (EMBC, 2022)

Physiological responses to pain in cancer patients: A systematic review. - Serena Moscato; Pietro Cortelli; Lorenzo Chiari (Comput. Methods Programs Biomed., 2022)

Quality Assessment and Morphological Analysis of Photoplethysmography in Daily Life. - Serena Moscato; Luca Palmerini; Pierpaolo Palumbo; Lorenzo Chiari (Frontiers Digit. Health, 2022)

User-Centered Design Methodologies for the Prototype Development of a Smart Harness and Related System to Provide Haptic Cues to Persons with Parkinson's Disease. - Silvia Imbesi; Mattia Corzani; Giovanna Lopane; Giuseppe Mincolelli; Lorenzo Chiari (Sensors, 2022)

Wrist Photoplethysmography Signal Quality Assessment for Reliable Heart Rate Estimate and Morphological Analysis. - Serena Moscato; Stella Lo Giudice; Giulia Massaro; Lorenzo Chiari (Sensors, 2022)

Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring. - Jose Albites-Sanabria; Pierpaolo Palumbo; Stefania Bandinelli; Luca Palmerini; Lorenzo Chiari (BIOSIGNALS, 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)

Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis. - Addisu Jember Zeleke; Pierpaolo Palumbo; Paolo Tubertini; Rossella Miglio; Lorenzo Chiari (Frontiers Artif. Intell., 2023)

Accurate and Efficient Real-World Fall Detection Using Time Series Techniques. - Timilehin B. Aderinola; Luca Palmerini; Ilaria D'Ascanio; Lorenzo Chiari; Jochen Klenk; Clemens Becker; Brian Caulfield 001; Georgiana Ifrim (AALTD@ECML/PKDD, 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)

Design of a High Bandwidth Actuation for Seamless Assistance in Walking and Running. - Vinzenz Gerhard; Luka Miskovic; Alex Nanni; Enrica Tricomi; Francesco Missiroli; Luca Palmerini; Lorenzo Chiari; Lorenzo Masia (BioRob, 2024)

Transcranial Magnetic Stimulation Robotic Assistant: towards a fully automated stimulation session. - Ioannis Xygonakis; Riccardo Seganfreddo; Mazin Hamad; Samuel Schneider; Axel Schröder; Sandro M. Krieg; Bernhard Meyer; Lorenzo Chiari; Melissa Zavaglia; Sami Haddadin (BioRob, 2024)

Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization. - Ahsan Shabbir; Abdul Haleem Butt; Taha Khan; Lorenzo Chiari; Ahmad S. Almadhor; Vincent Karovic (Frontiers Big Data, 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)

Benchmarking of open-source algorithms for heart rate estimation from motion-corrupted photoplethysmography. - Marcello Sicbaldi; Luca Palmerini; Serena Moscato; Paola di Florio; Alessandro Silvani; Lorenzo Chiari (Comput. Biol. Medicine, 2025)