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Competences
Experience
Academic Project – Automated Classification of ECG Images Using Deep Learning
New Mansoura University
2025-01 - 2026-06
Collaborated in a four‑student team to develop a Python desktop prototype that classifies ECG images into four clinical categories. Managed a dataset of 11,148 labeled ECG images, performed image preprocessing, and evaluated deep‑learning models. Produced structured technical documentation, integrated a user interface for image upload, prediction display with probability scores, and generated downloadable PDF reports. Emphasized organized data handling and accurate result reporting.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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