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Competences
Experience
Automated Classification of ECG Images Using Deep Learning Techniques
New Mansoura University (Academic Project)
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 images, performed preprocessing, and ensured accurate data handling. Implemented model evaluation, generated probability scores, and created a PDF report generation feature. Produced technical documentation and structured project results for presentation.
Formation
Bachelor's Degree in Biomedical Informatics
Langues
Arabic
native
English
intermediate
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