Blar i Department of Information Science and Media Studies på forfatter "Partovi, Elaheh"
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Parralel Recurrent Convolutional Neural Network for Abnormal Heart Sound Classification
Gharehbaghi, Arash; Partovi, Elaheh; Babic, Ankica (Journal article; Peer reviewed, 2023)This paper presents the results of a study performed on Parallel Convolutional Neural Network (PCNN) toward detecting heart abnormalities from the heart sound signals. The PCNN preserves dynamic contents of the signal in ... -
Recurrent vs Non-Recurrent Convolutional Neural Networks for Heart Sound Classification
Gharehbaghi, Arash; Partovi, Elaheh; Babic, Ankica (Journal article; Peer reviewed, 2023)Convolutional Neural Network (CNN) has been widely proposed for different tasks of heart sound analysis. This paper presents the results of a novel study on the performance of a conventional CNN in comparison to the different ...