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Veščine

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

Izkušnje

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 label handling and ensuring organized, accurate data pipelines. Implemented model evaluation, generated probability scores and integrated a user interface for image upload and PDF report generation. Produced technical documentation and project reports detailing methodology and results.

Izobrazba

Bachelor's Degree in Biomedical Informatics, New Mansoura University, Egypt

Jeziki

Arabic

native

English

intermediate

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