EchoNet-Dynamic Cardiac Ultrasound
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PDF) Robust cardiac segmentation corrected with heuristics
EchoNet-Dynamic with heart ultrasound, EchoNet-Dynamic is the first video-based, deep-learning algorithim to assess cardiac function and dysfunction (cardiomyopathies). Developed by James Zou
![](https://www.researchgate.net/profile/Nigorakhon-Nasimova/publication/369531466/figure/fig1/AS:11431281131865688@1680188701034/The-general-architecture-of-the-GAN-network_Q320.jpg)
PDF) Evaluating Synthetic Medical Images Using Artificial Intelligence with the GAN Algorithm
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PDF] EchoNet-Dynamic: a Large New Cardiac Motion Video Data Resource for Medical Machine Learning
![](https://ars.els-cdn.com/content/image/1-s2.0-S0925231221001314-gr14.jpg)
Convolutional neural networks for medical image analysis: State-of-the-art, comparisons, improvement and perspectives - ScienceDirect
![](https://i1.rgstatic.net/ii/profile.image/697526462205957-1543314676968_Q64/Mohammad-Yaqub.jpg)
PDF) Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?
![](https://www.researchgate.net/profile/Gabriel-Fringeli/publication/348050071/figure/fig3/AS:974816895057921@1609425867027/Left-Consecutive-raw-cardiac-ultrasound-frames-Center-Corresponding-segmentation-on-a_Q320.jpg)
Left: Consecutive raw cardiac ultrasound frames. Center: Corresponding
![](https://www.researchgate.net/publication/372745660/figure/fig3/AS:11431281181168235@1691951050734/Structure-of-Swin-Transformer-and-K-Net_Q320.jpg)
An example of an echocardiogram from the EchoNet-Dynamic dataset.
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High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning, Cardiology, JAMA Cardiology
![](https://i1.rgstatic.net/publication/357952771_Is_Contrastive_Learning_Suitable_for_Left_Ventricular_Segmentation_in_Echocardiographic_Images/links/61e8d2265779d35951be5d9b/largepreview.png)
PDF) Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?
An example of an echocardiogram from the EchoNet-Dynamic dataset.
![](https://d3i71xaburhd42.cloudfront.net/44bfcf2409c0826584c7c409b6a2fcf8c9910c88/6-Figure4-1.png)
PDF] EchoNet-Dynamic: a Large New Cardiac Motion Video Data Resource for Medical Machine Learning
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