Heart murmur detection based on wavelet transformation and a synergy between artificial neural network and modified neighbor annealing methods

作者：

Highlights：

• Heart murmur is detected in an efficient manner.

• Wavelet transformation is used for extracting image features.

• Modified neighbor annealing is used to better training the neural network.

• Backpropagation algorithm is used in training the neural network.

摘要

•Heart murmur is detected in an efficient manner.•Wavelet transformation is used for extracting image features.•Modified neighbor annealing is used to better training the neural network.•Backpropagation algorithm is used in training the neural network.

论文关键词：Heart murmur,Artificial neural network,Wavelet transformation,Neighbor annealing,Back propagation

论文评审过程：Received 3 December 2016, Revised 4 April 2017, Accepted 9 May 2017, Available online 13 May 2017, Version of Record 23 May 2017.

论文官网地址：https://doi.org/10.1016/j.artmed.2017.05.005