Amr Marey
Papers
1
Total Citations
7
H-Index
1
About
Amr Marey is a pioneering researcher at the intersection of human-robot interaction and assistive technologies, with a primary focus on myoelectric control systems for upper limb exoskeletons. His most cited work, "A Hybrid CNN-LSTM Network with Attention Mechanism for Myoelectric Control in Upper Limb Exoskeletons" (2024, 7 citations), introduces a groundbreaking attention-based sequence-to-sequence architecture that fuses electromyography (EMG) and inertial measurement unit (IMU) signals. This innovation enables real-time, accurate prediction of joint angles, significantly enhancing the responsiveness and naturalness of assistive devices for individuals with upper limb impairments. Marey’s contributions are particularly impactful in the field of rehabilitation robotics, where his hybrid deep learning model addresses critical challenges in decoding complex muscle signals for seamless human-machine interaction. By advancing the precision and adaptability of exoskeleton control, his work holds promise for improving mobility and quality of life for those with motor disabilities. As a researcher dedicated to bridging artificial intelligence and biomedical engineering, Marey continues to push the boundaries of assistive technology, making strides toward more intuitive and effective wearable robotic systems.
Research Focus
Key Achievements
Top Papers
- 1