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Competences
Experience
Academic Project - Automated Classification of ECG Images Using Deep Learning Techniques
New Mansoura University
2025-01 - 2026-12
Collaborated in a four‑student team to develop a Python desktop prototype that classifies ECG images into four clinical categories. Handled a dataset of 11,148 labeled ECG images, performed image preprocessing, model evaluation and structured documentation. Integrated a user interface for ECG uploads, prediction results with probability scores, and automated PDF report generation. Emphasized organized and accurate data handling throughout the project.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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