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A Unified Approach for Comprehensive Analysis of Various Spectral and Tissue Doppler Echocardiography
Doppler echocardiography offers critical insights into cardiac function and phases by quantifying blood flow velocities and evaluating myocardial motion.
Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography
ConvNeXt-V2 integrates convolutional layers into SSL, displaying superior performance in various tasks.
Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features
In echocardiographic view classification, accurately detecting out-of-distribution (OOD) data is essential but challenging, especially given the subtle differences between in-distribution and OOD data.
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