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Skills
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. Managed an academic dataset of 11,148 labeled ECG images, performing data preprocessing, CSV handling and ensuring organized, accurate data management. Contributed to model evaluation, technical documentation, and the generation of PDF reports with predicted classes and probability scores. Integrated a user interface for image upload and result visualization, supporting reproducible research and clear presentation of findings.
Education
Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt
Languages
Arabic
native
English
intermediate
Last updated: 8 сағат бұрын