Journal•ISSN: 1746-8094
Biomedical Signal Processing and Control
Elsevier BV
About: Biomedical Signal Processing and Control is an academic journal published by Elsevier BV. The journal publishes majorly in the area(s): Computer science & Pattern recognition (psychology). It has an ISSN identifier of 1746-8094. Over the lifetime, 4615 publications have been published receiving 80941 citations.
Topics: Computer science, Pattern recognition (psychology), Medicine, Convolutional neural network, Segmentation
Papers published on a yearly basis
Papers
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TL;DR: This paper reviews recent research and development in pattern recognition- and non-pattern recognition-based myoelectric control, and presents state-of-the-art achievements in terms of their type, structure, and potential application.
1,111 citations
TL;DR: Improvements are presented on this last technique, obtaining components with less noise and more physical meaning in the empirical mode decomposition of non-stationary signals that may stem from nonlinear systems.
811 citations
TL;DR: Recent progress in human movement detection/tracking systems in general, and existing or potential application for stroke rehabilitation in particular are reviewed.
749 citations
TL;DR: The experimental results show that the designed networks achieve excellent performance on the task of recognizing speech emotion, especially the 2D CNN LSTM network outperforms the traditional approaches, Deep Belief Network (DBN) and CNN on the selected databases.
599 citations
TL;DR: Five types of beat classes of arrhythmia as recommended by Association for Advancement of Medical Instrumentation (AAMI) were analyzed and dimensionality reduced features were fed to the Support Vector Machine, neural network and probabilistic neural network (PNN) classifiers for automated diagnosis.
586 citations