Paired 12-lead ECG and echocardiography, 10,000-15,000 cases

Overview

Patient-linked 12-lead ECG paired with echocardiography and the corresponding echo report. Two accepted variants: 1) ECG + echo DICOM + echo report 2) ECG + echo report only Requirements: complete echo studies including multi-frame cine loops, minimum 40 DICOM files per study of which at least 12 are cine loops. Still-image-only echo does not meet the spec. A de-identified patient ID must link the ECG, the echo and the report across modalities, since native device IDs differ between manufacturers. ECG acquisition date and echo study date to be supplied in the accompanying metadata. Source regions outside the US are acceptable and population diversity is an advantage.

Progress

Data Specifications

Use Cases

• •Training and validating Medical imaging AI/ML models
• •Benchmarking Medical imaging detection and segmentation algorithms
• •Building de-identified Medical imaging research datasets for academic studies
• •Augmenting existing Medical imaging datasets to reduce class imbalance