Year: 2024
Type: conference-paper
Abstract: Team Berru's Widows presents a solution for the Digitization of ECG Images in The George B. Moody Physionet Challenge 2024.Although we were not ranked on the official test data, our approach integrates traditional image processing techniques with deep learning methods, which we consider relevant for the state of the art.Our pipeline consisted on a preprocessing stage, then a single lead isolation process and the conversion from image to signal.The preprocessing included shadow removal, using classic computer vision methods, and segmentation using a U-Net.The other stages included single lead isolation and signal digitization.
Source: Computing in cardiology
Authors: Álvaro José Bocanegra, Etel Silva Garcia, Andrea Saglietto, Oscar Camara
Language: English
Topic: ECG Monitoring and Analysis
Subfield: Cardiology and Cardiovascular Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W4405435323