Heart Murmur Classification Using a Capsule Neural Network
Yu-Ting Tsai,
Yu-Hsuan Liu,
Zi-Wei Zheng
et al.
Abstract:The healthcare industry has made significant progress in the diagnosis of heart conditions due to the use of intelligent detection systems such as electrocardiograms, cardiac ultrasounds, and abnormal sound diagnostics that use artificial intelligence (AI) technology, such as convolutional neural networks (CNNs). Over the past few decades, methods for automated segmentation and classification of heart sounds have been widely studied. In many cases, both experimental and clinical data require electrocardiograph… Show more
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