The RPM3D project: 3D Kinematics for Remote Patient Monitoring

no code implementations • 9 Dec 2022 • Alicia Fornés, Asma Bensalah, Cristina Carmona-Duarte, Jialuo Chen, Miguel A. Ferrer, Andreas Fischer, Josep Lladós, Cristina Martín, Eloy Opisso, Réjean Plamondon, Anna Scius-Bertrand, Josep Maria Tormos

This project explores the feasibility of remote patient monitoring based on the analysis of 3D movements captured with smartwatches.

Towards Stroke Patients' Upper-limb Automatic Motor Assessment Using Smartwatches

no code implementations • 9 Dec 2022 • Asma Bensalah, Jialuo Chen, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós, Miguel A. Ferrer

Assessing the physical condition in rehabilitation scenarios is a challenging problem, since it involves Human Activity Recognition (HAR) and kinematic analysis methods.

Human Activity Recognition

RobOT: Robustness-Oriented Testing for Deep Learning Systems

1 code implementation • 11 Feb 2021 • Jingyi Wang, Jialuo Chen, Youcheng Sun, Xingjun Ma, Dongxia Wang, Jun Sun, Peng Cheng

A key part of RobOT is a quantitative measurement on 1) the value of each test case in improving model robustness (often via retraining), and 2) the convergence quality of the model robustness improvement.

Software Engineering