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WAVIE: Open-Source ECG Digitization Tool by vinaymanohar9848 is a document available to read on EtoBox.

What is WAVIE: Open-Source ECG Digitization Tool about?

WAVIE is a modular and open-source Python framework designed for the fully automated digitization of paper electrocardiograms (ECGs) to enhance the generalizability of ECG analysis using artificial intelligence. Developed for the George B. Moody PhysioNet Challenge 2024, WAVIE utilizes deep learning models for orientation correction, object detection, and waveform extraction, achieving a mean signal-to-noise ratio of 5.469 in competition. The framework is adaptable for various ECG formats and can be fine-tu

Author

vinaymanohar9848

Language

EN