VLM-in-the-Loop: A Plug-In Quality Assurance Module for ECG Digitization Pipelines

Jiachen Li, Shihao Li, Soovadeep Bakshi +2

ECG digitization could unlock billions of archived clinical records, yet existing methods collapse on real-world images despite strong benchmark numbers. We introduce \textbf{VLM-i…