Maintained version of the EchoNet-Dynamic model

[tristan-deep]

For people that run into issues with running the model, we have a maintained and tested version of the EchoNet-Dynamic architecture available in the zea ultrasound library. We aim to collect the state-of-the-art models for ultrasound to enable cognitive ultrasound imaging.

Moreover, for left ventricle segmentation we have a tutorial notebook comparing different models. When using this version, don't forget to properly attribute the original authors of Echonet-Dynamic.

# !pip install zea
# !pip install tensorflow
# for more info on the installation see https://zea.readthedocs.io/en/latest/installation.html
# for more info on the model see https://zea.readthedocs.io/en/latest/_autosummary/zea.models.echonet.html#zea.models.echonet.EchoNetDynamic

from zea.models.echonet import EchoNetDynamic
model = EchoNetDynamic.from_preset("echonet-dynamic")