DocumentCode :
1996384
Title :
Virtual instrumentation in medical investigations and diagnosis support
Author :
Moczko, J.A. ; Kramer, L. ; Jezewski, J. ; Gacek, A.
Author_Institution :
Karol Marcinkowski Univ. of Med. Sci., Poznan, Poland
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
1888
Abstract :
The improvement in medical care, which we have observed in the last few decades, has been influenced by the introduction of new technologies and methods for monitoring the patient. Medical researchers working have been faced with large amount of different types of data (alphanumeric, signals, images), that are sometimes difficult to analyze using traditional methods. In order to extract maximum information from the collected data, introduction of sophisticated mathematical methods to medical sciences has been necessary. The aim of this article is to explain how virtual instrumentation concept may facilitate creation of tools, which may be useful both in medical investigations and diagnosis support. As the example we present the analysis of the fetal heart rate signal in time, frequency and joined time-frequency domain. The possibility of classification of such obtained results with statistical and artificial intelligence methods is described.
Keywords :
decision support systems; electrocardiography; medical signal processing; obstetrics; time-frequency analysis; virtual instrumentation; alphanumeric data; artificial intelligence methods; diagnosis support; fetal heart rate; fetal heart rate signals analysis; image data; joined time-frequency analysis; signal data; sophisticated mathematical methods; statistical methods; tools creation; virtual instrumentation; Biomedical imaging; Biomedical monitoring; Data mining; Fetal heart rate; Frequency; Image analysis; Instruments; Medical diagnostic imaging; Patient monitoring; Signal analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1020594
Filename :
1020594
Link To Document :
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