A machine-learning method isolating changes in wrist kinematics that identify age-related changes in arm movement

A Shanghavi, D Larranaga, R Patil, EM Frazier… - Scientific Reports, 2024 - nature.com
Normal aging often results in an increase in physiological tremors and slowing of the
movement of the hands, which can impair daily activities and quality of life. This study, using …

Exploring data-driven modeling and analysis of nonlinear pathological tremors

J Wang, OR Barry - Mechanical Systems and Signal Processing, 2021 - Elsevier
In this paper, we study various data-driven approaches to modeling periodic and
quasiperiodic synthetic tremor signals. The investigation is a preliminary step towards …

Exploring Deep Learning Models for Pathological Tremors Prediction Using EMG and Kinematic Measurements

S Samal, O Barry - International Design Engineering …, 2024 - asmedigitalcollection.asme.org
Pathological tremor is a common neuromuscular disorder that significantly affects the quality
of life for patients worldwide. With recent developments in robotics, rehabilitation …

Data driven modeling and MPC Based control for pathological tremors

SS Samal - 2024 - vtechworks.lib.vt.edu
Pathological tremor is a common neuromuscular disorder that significantly affects the quality
of life for patients worldwide. With recent developments in robotics, rehabilitation …