Title
A novel deep learning based automatic auscultatory method to measure blood pressure.
Abstract
•The new CNN-based method achieved high accurate BP measurement.•Effect of stethoscope position on measured BPs confirmed by applying new method.•Effect of skin contact pressure on measured BPs confirmed by applying new method.•The new CNN-based method is an effective technique for non-invasive BP measurement.
Year
DOI
Venue
2019
10.1016/j.ijmedinf.2019.04.023
International Journal of Medical Informatics
Keywords
Field
DocType
BP,CNN,SBP,DBP,KorS,STFT,SD,ANOVA,AAMI,BHS,RNN,EPSRC
Contact pressure,Data mining,Stethoscope,Pattern recognition,Cuff,Convolutional neural network,Korotkoff sounds,Artificial intelligence,Blood pressure,Deep learning,Mapping algorithm,Medicine
Journal
Volume
ISSN
Citations 
128
1386-5056
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
fan pan161.87
Peiyu He221.72
Fei Chen32116.74
Jing Zhang431.43
he wang51511.58
Dingchang Zheng65416.26