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Veščine

Accurate Data Entry File and Record Organization Healthcare Information Systems Concepts EHR/EMR Concepts Medical Terminology Healthcare Documentation Medical Records Concepts Healthcare Data Quality Microsoft Excel Microsoft Word PowerPoint Written Communication Team Collaboration Attention to Detail Basic Computer Skills

Izkušnje

Automated Classification of ECG Images Using Deep Learning Techniques

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. Handled an academic dataset of 11,148 labeled ECG images, performing data preprocessing, CSV label management and ensuring organized, accurate data handling. Contributed to model evaluation, technical documentation, and preparation of comprehensive project reports. Integrated a user interface for ECG uploads, prediction display with probability scores, and automated PDF report generation.

Izobrazba

Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt (Graduated June 2026)

Jeziki

Arabic

native

English

intermediate

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