Expertise

Research:

  • Signal and image processing for biomedical applications
  • Machine and deep learning applications
  • Edge AI optimization

His current research interests are in the fields of Signal, and Image Processing for Medical Applications, Machine, and Deep Learning Applications, and Computational Genomics.

Current Research Projects:

  1. Optimization of Edge Artificial Intelligence for Healthcare Applications

Past Research Projects:

  1. Weakly-Supervised Deep-Learning for Melanoma Diagnosis Using High-Resolution Whole Slide Images
  2. Deep Learning for Diabetic Retinopathy Screening and Staging
  3. Digital Signal Analysis for Autism/Opioid Electroencephalography
  4. Artificial Intelligence for Identification of Mild Cognitive Impairment Biomarkers in Parkinson's Disease
  5. Detection of Parkinson’s Disease Using Deep Learning Based Electroencephalography

His current research interests are in the fields of Signal, and Image Processing for Medical Applications, Machine, and Deep Learning Applications, and Edge Artificial Intelligence Optimization.

Communities
Electrical Engineering, Computer Engineering
Degrees
MS, Mansoura University, Egypt, Electrical Communications Engineering, 2010
BS, Mansoura University, Egypt, Electronics and Communications Engineering, 2006
MS, University of Louisiana at Lafayette, Computer Engineering
PhD, University of Louisiana at Lafayette, Computer Engineering
Keywords
image processing systems digital signal processing biomedical engineering machine learning