Ahmed W. Shehata

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

High Predictive Accuracy

Conducted A User Study

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Heather E. Williams, Jacqueline S. Hebert, Patrick M. Pilarski, Ahmed W. Shehata
A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning. ICORR (2023)
Eric D. Wells, Ahmed W. Shehata, Michael Rory Dawson, Jason P. Carey, Jacqueline S. Hebert
Preliminary Evaluation of the Effect of Mechanotactile Feedback Location on Myoelectric Prosthesis Performance Using a Sensorized Prosthetic Hand. Sensors 22 (10) (2022)
Michael R. Dawson, Adam S. R. Parker, Heather E. Williams, Ahmed W. Shehata, Jacqueline S. Hebert, Craig S. Chapman, Patrick M. Pilarski
Joint Action is a Framework for Understanding Partnerships Between Humans and Upper Limb Prostheses. CoRR (2022)
Heather E. Williams, Johannes Günther, Jacqueline S. Hebert, Patrick M. Pilarski, Ahmed W. Shehata
Composite Recurrent Convolutional Neural Networks Offer a Position-Aware Prosthesis Control Alternative While Balancing Predictive Accuracy with Training Burden. ICORR (2022)
Heather E. Williams, Ahmed W. Shehata, Michael R. Dawson, Erik J. Scheme, Jacqueline S. Hebert, Patrick M. Pilarski
Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Ahmed W. Shehata, Heather E. Williams, Jacqueline S. Hebert, Patrick M. Pilarski
Machine Learning for the Control of Prosthetic Arms: Using Electromyographic Signals for Improved Performance. IEEE Signal Process. Mag. 38 (4) (2021)
Paul D. Marasco, Jacqueline S. Hebert, Jonathon W. Sensinger, Dylan Beckler, Zachary C. Thumser, Ahmed W. Shehata, Heather E. Williams, Kathleen R. Wilson
Neurorobotic fusion of prosthetic touch, kinesthesia, and movement in bionic upper limbs promotes intrinsic brain behaviors. Sci. Robotics 6 (58) (2021)
McNiel-Inyani Keri, Ahmed W. Shehata, Paul D. Marasco, Jacqueline S. Hebert, Albert H. Vette
A Cost-Effective Inertial Measurement System for Tracking Movement and Triggering Kinesthetic Feedback in Lower-Limb Prosthesis Users. Sensors 21 (5) (2021)
Ahmed W. Shehata, McNiel-Inyani Keri, Mellissa Gomez, Paul D. Marasco, Albert H. Vette, Jacqueline S. Hebert
Skin Stretch Enhances Illusory Movement in Persons with Lower-Limb Amputation. ICORR (2019)
Daniel H. Blustein, Ahmed W. Shehata, Kevin B. Englehart, Jonathon W. Sensinger
Conventional analysis of trial-by-trial adaptation is biased: Empirical and theoretical support using a Bayesian estimator. PLoS Comput. Biol. 14 (12) (2018)
Ahmed W. Shehata, Erik J. Scheme, Jonathon W. Sensinger
The effect of myoelectric prosthesis control strategies and feedback level on adaptation rate for a target acquisition task. ICORR (2017)