2 papers
cs.LG2025
Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code
Reza Karbasi, Masoud Rahimi, Abdol-Hossein Vahabie +1
This paper addresses the persistent challenge of accurately digitizing paper-based electrocardiogram (ECG) recordings, with a particular focus on robustly handling single leads com…
eess.SP2025
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal Segmentation
Masoud Rahimi, Reza Karbasi, Abdol-Hossein Vahabie
We introduce an open-source Python framework for generating synthetic ECG image datasets to advance critical deep learning-based tasks in ECG analysis, including ECG digitization,…