Defense

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.

“AConvolutional Neural Network Framework for the Identification ofIndividual Neuronal Biomarkers based on Functional Brain Connectivityusing Magnetoencephalography

Researcher Ramzi Assaf built a system that can predict the loans’ default in Bank of Palestine Ltd, as he collected many algorithms of supervised machine learning using data to train the program. The research concluded some great results that will benefit Bank of Palestine as they will predict if any loan request will not be fulfilled in the future.