Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning

Yanda Meng; Yuchen Zhang; Jianyang Xie; Jinming Duan; Yitian Zhao; Yalin Zheng

doi:10.1007/978-981-99-8558-6_9

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Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning

Yanda Meng Yuchen Zhang Jianyang Xie Jinming Duan Yitian Zhao Yalin Zheng

Year: 2023 Lecture notes in computer science Pages: 98-109 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-99-8558-6_9

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Keywords:

Segmentation Artificial intelligence Computer science Boundary (topology) Ejection fraction Pattern recognition (psychology) Regularization (linguistics) Mathematics Mathematical analysis Medicine Heart failure

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Cardiac Valve Diseases and Treatments

Health Sciences → Medicine → Cardiology and Cardiovascular Medicine

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning

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