Walaa H. Elashmawi

Papers

Total Citations

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About

Dr. Walaa H. Elashmawi is a leading researcher at the intersection of biomedical engineering and artificial intelligence, with a primary focus on brain–computer interface (BCI) technology for neurorehabilitation. Her most influential work, a comprehensive 2024 review on BCI-based machine and deep learning algorithms for stroke rehabilitation, has already garnered 52 citations, establishing her as a key voice in translating neural engineering into clinical practice. In this seminal paper, Dr. Elashmawi systematically evaluates how EEG-driven BCI systems can restore motor function in patients with neuromuscular damage, synthesizing cutting-edge advances in signal processing and adaptive algorithms. Beyond neurorehabilitation, she applies AI to smart infrastructure, as demonstrated by her 2019 work on an automatic unloading robot for intelligent garbage management in residential areas—a project that earned 4 citations and showcases her versatility in embedded systems and IoT. Dr. Elashmawi’s contributions bridge the gap between theoretical machine learning and real-world assistive technologies, offering tangible solutions for both medical recovery and environmental sustainability. Her research continues to inspire students and engineers seeking to harness AI for human-centric innovation.