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08/30/2022
EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
Ejection fraction (EF) is a key indicator of cardiac function, allowing ...
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06/26/2022
Class Impression for Data-free Incremental Learning
Standard deep learning-based classification approaches require collectin...
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02/03/2021
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography
In echocardiography (echo), an electrocardiogram (ECG) is conventionally...
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02/02/2021
U-LanD: Uncertainty-Driven Video Landmark Detection
This paper presents U-LanD, a framework for joint detection of key frame...
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01/27/2021
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations
Localization of anatomical landmarks to perform two-dimensional measurem...
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11/05/2019
GAN-enhanced Conditional Echocardiogram Generation
Echocardiography (echo) is a common means of evaluating cardiac conditio...
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11/02/2019