CS380 Project

Author: Will Hewitt

Purpose

Set of notebooks for Will Hewitt's CS380 project at The University of Auckland. Can be used to train a UNet model to segment echocardiography frames from the CAMUS dataset.

Data Sources

CAMUS dataset.

References

1. Abdi et al. GAN-Enhanced Conditional Echocardiogram Generation. 2019.
2. Leclerc et al. Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Transactions on Medical Imaging.
3. Hewitt et al. Artificial intelligence in echocardiography for standard clinical metrics, Heart, Lung and Circulation. 2019.