AIMC Topic: Myography
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Machine learning-enhanced electrical impedance myography to diagnose and track spinal muscular atrophy progression.
Physiological measurement
Sep 6, 2024
To evaluate electrical impedance myography (EIM) in conjunction with machine learning (ML) to detect infantile spinal muscular atrophy (SMA) and disease progression.. Twenty-six infants with SMA and twenty-seven healthy infants had been enrolled and ...
A Systematic Review of Sensor Fusion Methods Using Peripheral Bio-Signals for Human Intention Decoding.
Sensors (Basel, Switzerland)
Aug 23, 2022
Humans learn about the environment by interacting with it. With an increasing use of computer and virtual applications as well as robotic and prosthetic devices, there is a need for intuitive interfaces that allow the user to have an embodied interac...
Force Myography-Based Human Robot Interactions via Deep Domain Adaptation and Generalization.
Sensors (Basel, Switzerland)
Dec 29, 2021
Estimating applied force using force myography (FMG) technique can be effective in human-robot interactions (HRI) using data-driven models. A model predicts well when adequate training and evaluation are observed in same session, which is sometimes t...
Automated Detection and Diameter Estimation for Mouse Mesenteric Artery Using Semantic Segmentation.
Journal of vascular research
Jun 28, 2021
BACKGROUND: Pressurized myography is useful for the assessment of small artery structures and function. However, this procedure requires technical expertise for sample preparation and effort to choose an appropriate sized artery. In this study, we de...
Estimation of Energy Absorption Capability of Arm Using Force Myography for Stable Human-Machine Interaction.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2020
Human-robot interactions help in various industries and enhance the user experience in different ways. However, constant safety monitoring is needed in environments where human users are at risk, such as rehabilitation therapy, space exploration, or ...
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