%0 Journal Article
%T Deep Learning on 1-D Biosignals: a Taxonomy-based Survey
%A Nagarajan Ganapathy
%A Ramakrishnan Swaminathan
%A Thomas M. Deserno
%J Archive of "Yearbook of Medical Informatics".
%D 2018
%R 10.1055/s-0038-1667083
%X Objectives: £żDeep learning models such as convolutional neural networks (CNNs) have been applied successfully to medical imaging, but biomedical signal analysis has yet to fully benefit from this novel approach. Our survey aims at (i) reviewing deep learning techniques for biosignal analysis in computer- aided diagnosis; and (ii) deriving a taxonomy for organizing the growing number of applications in the field
%K Neural network
%K electrocardiography
%K electromyography
%K phonocardiography
%K photoplethysmography
%U https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115218/