echonet

dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

echo_CLIP

lvh

EchoNet-LVH is a deep learning model that quantifies ventricular hypertrophy and predicts etiologies of increased wall thickness and LVH (amyloidosis, HCM, etc).

labs

EchoNet-Labs is a set of model for estimating common biomarkers (BNP, Troponin I, BUN, Hgb, etc) from A4c echocardiogram videos.

strain

variance

Quantifying variation in LVEF due to variation in LV tracing and view acquisition by simulation with segmentation models.

3Decho

blinded_rct

liver

PreOpNet

PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE

tee-view-classifier

depthmap

3D assessment of cardiac function

open_clip

An open source implementation of CLIP.

pediatric

stable-diffusion

A latent text-to-image diffusion model