EchoAI-Peds

This repository contains the model weights of EchoAI-Peds, a multi-task deep learning model for pediatric echocardiography analysis.

Overview

EchoAI-Peds is a video-based vision transformer trained to simultaneously detect 28 congenital heart defects, structural and functional abnormalities, repairs, and interventions directly from complete pediatric echocardiography studies with multiple videos.

Preprint

Our work is available as a preprint on medRxiv:

🔗 https://www.medrxiv.org/content/10.1101/2025.10.27.25338912v1