Lorenzo Chiari

65 papers B 5C 4Journal 28Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking of open-source algorithms for heart rate estimation from motion-corrupted photoplethysmography. Comput. Biol. Medicine Marcello Sicbaldi, Luca Palmerini, Serena Moscato, Paola di Florio, Alessandro Silvani, Lorenzo Chiari
2025	—	`conf`	Can Motor Outcomes Extracted from Wearables Inform on Non-Motor Clinical Outcomes? The Case of Sensor-Derived Turning Information. ICDH Jose Albites-Sanabria, Luca Palmerini, Stefania Bandinelli, Lorenzo Chiari
2025	B	`conf`	Toward Inclusive Powered Mobility: A Novel Protocol Utilizing a Hybrid EOG-EEG BCI in a VR-Based Wheelchair Driving Simulator. SMC K. Marcaccini, F. R. Pulvirenti, F. Pierotti, Valerio Antonio Arcobelli, Luca Tonin, Stefano Tortora, A. Groppi, F. Giorgi, L. Dellarole, Lorenzo Chiari, A. Cersosimo, Silvia Orlandi
2025	J	`jnl`	Watch Your Step: A Cost-Sensitive Framework for Accelerometer-Based Fall Detection in Real-World Streaming Scenarios. CoRR Timilehin B. Aderinola, Luca Palmerini, Ilaria D'Ascanio, Lorenzo Chiari, Jochen Klenk, Clemens Becker, Brian Caulfield, Georgiana Ifrim
2024	—	`conf`	Accurate and Efficient Real-World Fall Detection Using Time Series Techniques. AALTD@ECML/PKDD Timilehin B. Aderinola, Luca Palmerini, Ilaria D'Ascanio, Lorenzo Chiari, Jochen Klenk, Clemens Becker, Brian Caulfield, Georgiana Ifrim
2024	—	`conf`	Design of a High Bandwidth Actuation for Seamless Assistance in Walking and Running. BioRob Vinzenz Gerhard, Luka Miskovic, Alex Nanni, Enrica Tricomi, Francesco Missiroli, Luca Palmerini, Lorenzo Chiari, Lorenzo Masia
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	J	`jnl`	Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization. Frontiers Big Data Ahsan Shabbir, Abdul Haleem Butt, Taha Khan, Lorenzo Chiari, Ahmad S. Almadhor, Vincent Karovic
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`	Transcranial Magnetic Stimulation Robotic Assistant: towards a fully automated stimulation session. BioRob Ioannis Xygonakis, Riccardo Seganfreddo, Mazin Hamad, Samuel Schneider, Axel Schröder, Sandro M. Krieg, Bernhard Meyer, Lorenzo Chiari, Melissa Zavaglia, Sami Haddadin
2023	—	`conf`	Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring. BIOSIGNALS Jose Albites-Sanabria, Pierpaolo Palumbo, Stefania Bandinelli, Luca Palmerini, Lorenzo Chiari
2023	J	`jnl`	Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis. Frontiers Artif. Intell. Addisu Jember Zeleke, Pierpaolo Palumbo, Paolo Tubertini, Rossella Miglio, Lorenzo Chiari
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
2022	—	`conf`	Automatic pain assessment on cancer patients using physiological signals recorded in real-world contexts. EMBC Serena Moscato, Silvia Orlandi, Andrea Giannelli, Rita Ostan, Lorenzo Chiari
2022	J	`jnl`	Physiological responses to pain in cancer patients: A systematic review. Comput. Methods Programs Biomed. Serena Moscato, Pietro Cortelli, Lorenzo Chiari
2022	J	`jnl`	Quality Assessment and Morphological Analysis of Photoplethysmography in Daily Life. Frontiers Digit. Health Serena Moscato, Luca Palmerini, Pierpaolo Palumbo, Lorenzo Chiari
2022	J	`jnl`	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. Sensors Silvia Imbesi, Mattia Corzani, Giovanna Lopane, Giuseppe Mincolelli, Lorenzo Chiari
2022	J	`jnl`	Wrist Photoplethysmography Signal Quality Assessment for Reliable Heart Rate Estimate and Morphological Analysis. Sensors Serena Moscato, Stella Lo Giudice, Giulia Massaro, Lorenzo Chiari
2021	J	`jnl`	Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification. Sensors Muhammad Awais, Lorenzo Chiari, Espen A. F. Ihlen, Jorunn L. Helbostad, Luca Palmerini
2021	J	`jnl`	Machine Learning Based Fall Detector With a Sensorized Tip. IEEE Access Asier Brull Mesanza, Ilaria D'Ascanio, Asier Zubizarreta, Luca Palmerini, Lorenzo Chiari, Itziar Cabanes
2021	—	`conf`	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. AHFE (6) Silvia Imbesi, Mattia Corzani, Filippo Petrocchi, Giovanna Lopane, Lorenzo Chiari, Giuseppe Mincolelli
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`	A rule-based framework for risk assessment in the health domain. Int. J. Approx. Reason. Luca Cattelani, Federico Chesani, Luca Palmerini, Pierpaolo Palumbo, Lorenzo Chiari, Stefania Bandinelli
2020	J	`jnl`	Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls. Sensors Luca Palmerini, Jochen Klenk, Clemens Becker, Lorenzo Chiari
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
2019	—	`ch.`	"Touchscreen Assessment Tool" (TATOO), an Assessment Tool Based on the Expanded Conceptual Model of Frailty. Enhanced Living Environments Alexandra Danial-Saad, Lorenzo Chiari, Yael Benvenisti, Shlomi Laufer, Michal Elboim-Gabyzon
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	B	`conf`	Digital Health Challenges in the Silver Era. SERVICES Lorenzo Chiari
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
2019	J	`jnl`	Physical Activity Classification for Elderly People in Free-Living Conditions. IEEE J. Biomed. Health Informatics Muhammad Awais, Lorenzo Chiari, Espen Alexander Fürst Ihlen, Jorunn L. Helbostad, Luca Palmerini
2019	J	`jnl`	Risk Prediction Model for Late Life Depression: Development and Validation on Three Large European Datasets. IEEE J. Biomed. Health Informatics Luca Cattelani, Martino Belvederi Murri, Federico Chesani, Lorenzo Chiari, Stefania Bandinelli, Pierpaolo Palumbo
2017	—	`conf`	Developing an Assessment (Tool) for Touch Screen Devices. AAATE Conf. Alexandra Danial-Saad, Lorenzo Chiari
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	—	`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	C	`conf`	Handling Gait Impairments of Persons with Parkinson's Disease by Means of Real-Time Biofeedback in a Daily Life Environment. ICOST Alberto Ferrari, Pieter Ginis, Alice Nieuwboer, Reynold Greenlaw, Andrew Muddiman, Lorenzo Chiari
2016	C	`ed.`	Inclusive Smart Cities and Digital Health - 14th International Conference on Smart Homes and Health Telematics, ICOST 2016, Wuhan, China, May 25-27, 2016. Proceedings ICOST Carl K. Chang, Lorenzo Chiari, Yu Cao, Hai Jin, Mounir Mokhtari, Hamdi Aloulou
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
2016	J	`jnl`	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. Sensors Muhammad Awais, Luca Palmerini, Alan K. Bourke, Espen A. F. Ihlen, Jorunn L. Helbostad, Lorenzo Chiari
2016	—	`conf`	Physical activity classification using body-worn inertial sensors in a multi-sensor setup. RTSI Muhammad Awais, Luca Palmerini, Lorenzo Chiari
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
2015	—	`conf`	Sense and sensibility: smartphones and wearable technologies to support seniors. W4A Lorenzo Chiari
2015	—	`conf`	Temporal and kinematic variables for real-world falls harvested from lumbar sensors in the elderly population. EMBC Alan K. Bourke, Jochen Klenk, Lars Schwickert, Kamiar Aminian, Espen A. F. Ihlen, Jorunn L. Helbostad, Lorenzo Chiari, Clemens Becker
2015	B	`conf`	User Experience (UX) of the Fall Risk Assessment Tool (FRAT-up). CBMS Ather Nawaz, Jorunn Lægdheim Helbostad, Lorenzo Chiari, Federico Chesani, Luca Cattelani
2014	C	`conf`	Automatic Identification of Motor Patterns Leading to Freezing of Gait in Parkinson's Disease - An Exploratory Study. ICPRAM Luca Palmerini, Laura Rocchi, Jeffrey M. Hausdorff, 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	B	`conf`	FRAT-Up, a Rule-Based System Evaluating Fall Risk in the Elderly. CBMS Luca Cattelani, Federico Chesani, Pierpaolo Palumbo, Luca Palmerini, Stefania Bandinelli, Clemens Becker, Lorenzo Chiari
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
2013	—	`conf`	LPAD-based Fall Risk Assessment. PAI@AI*IA Luca Cattelani, Pierpaolo Palumbo, Federico Chesani, Luca Palmerini, Lorenzo Chiari
2012	J	`jnl`	Accelerometry-based prediction of movement dynamics for balance monitoring. Medical Biol. Eng. Comput. Valeria Lucia Fuschillo, Fabio Bagalà, Lorenzo Chiari, Angelo Cappello
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
2011	—	`conf`	Wearable systems with minimal set-up for monitoring and training of balance and mobility. EMBC 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	J	`jnl`	Accelerometer-based fall detection using optimized ZigBee data streaming. Microelectron. J. Marco Benocci, Carlo Tacconi, Elisabetta Farella, Luca Benini, Lorenzo Chiari, Laura Vanzago
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
2009	J	`jnl`	A computational modelling approach to investigate different targets in deep brain stimulation for Parkinson's disease. J. Comput. Neurosci. Marco Pirini, Laura Rocchi, Mariachiara Sensi, Lorenzo Chiari
2009	—	`conf`	A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units. PervasiveHealth Marco Benocci, Laura Rocchi, Elisabetta Farella, Lorenzo Chiari, Luca Benini
2008	—	`conf`	Validation of a wireless portable biofeedback system for balance control: Preliminary results. PervasiveHealth Laura Rocchi, Marco Benocci, Elisabetta Farella, Luca Benini, Lorenzo Chiari
2006	—	`conf`	Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network. PerCom Workshops Davide Brunelli, Elisabetta Farella, Laura Rocchi, Marco Dozza, Lorenzo Chiari, Luca Benini
2006	—	`conf`	Dependence of anticipatory postural adjustments for step initiation on task movement features: a study based on dynamometric and accelerometric data. EMBC Laura Rocchi, Martina Mancini, Lorenzo Chiari, Angelo Cappello
2005	J	`jnl`	Audio-biofeedback for balance improvement: an accelerometry-based system. IEEE Trans. Biomed. Eng. Lorenzo Chiari, Marco Dozza, Angelo Cappello, Fay B. Horak, Velio Macellari, Daniele Giansanti