metadata
tags:
- segmentation
EchoNet-LVH
EchoNet Left Ventricular Hypertrophy (LVH) model for echocardiogram analysis.
This model performs semantic segmentation on echocardiogram images to identify key anatomical landmarks for measuring left ventricular wall thickness:
- LVPWd_1: Left Ventricular Posterior Wall point 1
- LVPWd_2: Left Ventricular Posterior Wall point 2
- IVSd_1: Interventricular Septum point 1
- IVSd_2: Interventricular Septum point 2
The model outputs 4-channel logits corresponding to heatmaps for each landmark.
Original paper and code: https://echonet.github.io/lvh/index.html
🌽 This is a zea implementation of the model. For the source code check here.
📚 A tutorial notebook where this model is used: "Task-based transmit beamforming perception-action loop".