Web: http://arxiv.org/abs/2201.11320

Jan. 28, 2022, 2:11 a.m. | Alvaro Joaquín Gaona, Pedro David Arini

cs.LG updates on arXiv.org arxiv.org

In this work, a novel stack of well-known technologies is presented to
determine an automatic method to segment the heart sounds in a phonocardiogram
(PCG). We will show a deep recurrent neural network (DRNN) capable of
segmenting a PCG into its main components and a very specific way of extracting
instantaneous frequency that will play an important role in the training and
testing of the proposed model. More specifically, it involves a Long Short-Term
Memory (LSTM) neural network accompanied by …

arxiv deep features learning segmentation

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