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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 an academic dataset of 11,148 labeled ECG images and CSV labels, focusing on organized and accurate data processing. Contributed to image preprocessing, model evaluation, technical documentation, and generation of PDF reports with predicted classes and probability scores. Integrated a user interface for ECG uploads and result visualization, demonstrating practical application of deep learning in medical imaging.
Formation
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Langues
Arabic
native
English
intermediate
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