Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls

by Luca Palmerini, Jochen Klenk, Clemens Becker, Lorenzo Chiari
Published 2020-11-01

Fall Risk Assessment Tools for Elderly Living in the Community: Can We Do Better?

by Pierpaolo Palumbo, Luca Palmerini, Stefania Bandinelli, Lorenzo Chiari
Published 2015-01-01

Assessing Gait in Parkinson’s Disease Using Wearable Motion Sensors: A Systematic Review

by Lorenzo Brognara, Pierpaolo Palumbo, Bernd Grimm, Luca Palmerini
Published 2019-02-01

A Wavelet-Based Approach to Fall Detection

by Luca Palmerini, Fabio Bagalà, Andrea Zanetti, Jochen Klenk, Clemens Becker, Angelo Cappello
Published 2015-05-01

Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification

by Muhammad Awais, Lorenzo Chiari, Espen A. F. Ihlen, Jorunn L. Helbostad, Luca Palmerini
Published 2021-07-01

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

by Muhammad Awais, Luca Palmerini, Alan K. Bourke, Espen A.F. Ihlen, Jorunn L. Helbostad, Lorenzo Chiari
Published 2016-12-01

Identification of Characteristic Motor Patterns Preceding Freezing of Gait in Parkinson’s Disease Using Wearable Sensors

by Luca Palmerini, Laura Rocchi, Sinziana Mazilu, Eran Gazit, Jeffrey M. Hausdorff, Jeffrey M. Hausdorff, Lorenzo Chiari, Lorenzo Chiari
Published 2017-08-01