Mostafa's Projects
This repository hosts the source code for our study on feature selection in breast cancer prediction.
The study investigates the correlation between air pollution and Central Nervous System (CNS) disease mortality in Italy, focusing on neurodegenerative diseases such as Alzheimer's and Parkinson's.
The project provides a comprehensive Dashboard that presents the findings of the data analysis related to analyzing pollution data and CNS disease statistics in the Italian province.
Implementation of the Cuckoo Optimization Algorithm (COA) in MATLAB. The COA is a type of nature-inspired algorithm that is used for solving optimization problems, based on the brood parasitism of some cuckoo species.
Config repo for my GitHub profile.
IoT analytics solution that includes device simulation, service catalog, and a connector to ThingSpeak for data visualization.
This repository focuses on two machine learning projects in the healthcare domain.
Machine Learning Algorithms for Radiogenomics: application to Prediction of the MGMT promoter methylation status in mpMRI scans
In the proposed problem, a random network is considered, which has some nodes as a source or sender of packets, some destinations nodes to receive the information. This topology is multicast, where it has different groups. The objective aim is to find the best optimal path to satisfy the constraint of the problem.
Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
Simulation of a renewable powered charging station for electric vehicles (EVs).