My research focuses on artificial intelligence (AI), biomechanics, complex systems, nonlinear dynamics, biomedical signal processing, human factors and ergonomics (HFE), and time-series analysis in healthcare systems and applications. Healthcare systems and their applications have been used for various purposes to significantly improve treatment efficacy, patient care, and neuromuscular diagnostic techniques. During my doctoral studies, my research goal was to address the limitations of traditional healthcare applications by developing a user-independent AI-based biomechanical gait analysis system.
My research vision focuses on the development of cost-effective, portable, and user-friendly applications in healthcare and manufacturing systems. These contributions aim to respond to societal needs, particularly for people with disabilities, frontline healthcare workers, military professionals, and the manufacturing workforce, by providing them with tools and technologies that enhance productivity, ensure safety, and improve quality of life. In the sections that follow, I detail three strategic areas that I plan to investigate in the future.
My research goals can be detailed under three strategic areas: