In his thesis, the researcher dealt with skin cancer through a global database. He could build a system that classifies skin tumours into malignant and benign tumours with high accuracy through the use of improved deep learning techniques.
His thesis was supervised by Prof. Dr. Mohammed Awad, Professor of Artificial Intelligence at the Arab American University.