Hand medical monitoring system based on machine learning and optimal EMG feature set

Feature reduction and selection for EMG signal classification

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul · Expert Systems with Applications · 2012 · 1.5K citations

Computing, Biomedical Engineering, Electrical Engineering +14

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

Manfredo Atzori, Arjan Gijsberts, Claudio Castellini et al. · Scientific Data · 2014 · 934 citations · Full text

Engineering, Biomedical Engineering, Robotics Engineering +17

Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

Mohammadreza Asghari Oskoei, Huosheng Hu · IEEE Transactions on Biomedical Engineering · 2008 · 822 citations

Computing, Biomedical Engineering, Computer Science +13

Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands

Manfredo Atzori, Matteo Cognolato, Henning Müller · Frontiers in Neurorobotics · 2016 · 663 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

EMG feature evaluation for improving myoelectric pattern recognition robustness

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier et al. · Expert Systems with Applications · 2013 · 627 citations

Engineering, Bioengineering, Biomedical Engineering +11