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David Ouyang's Projects

dynamic icon dynamic

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

echonetdynamic icon echonetdynamic

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

introecg icon introecg

Resource library for getting started with deep learning work using electrocardiograms

labs icon labs

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

lvh icon lvh

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

variance icon variance

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

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