DocumentCode
616849
Title
Diagnosis of gastric disorders by non-invasive myoelectrical measurements
Author
Morello, R. ; De Capua, C. ; Lamonaca, F.
Author_Institution
DIIES, Univ. Mediterranea of Reggio Calabria, Reggio Calabria, Italy
fYear
2013
fDate
6-9 May 2013
Firstpage
1324
Lastpage
1328
Abstract
In the paper, the authors present a model to diagnose gastric disorders by non-invasive measurements. Gastric electrical activity is measured by electrogastrographic technique. Skin surface electrodes placed in epigastric area are used to record myoelectrical signals. Cutaneous electrogastrography (EGG) records gastric slow waves from the body surface. Acquired signals are filtered and subsequently processed by Discrete Wavelet Transform. The study of dominant frequency components allows physician to assess gastric activity arrhythmias (tachygastria, bradygastria and irregular rhythm) due to specific pathologies. Power spectral density diagrams are obtained. The proposed diagnostic criteria estimate the presence of gastric pathology by the analysis of the frequency and power of the EGG waveform. Specific diagnostic parameters have been defined and put in comparison with reference values of normal EGG in order to evaluate arrhythmias occurrence. An innovative approach has been used to optimize the multifactorial diagnosis model.
Keywords
biological organs; biomedical electrodes; discrete wavelet transforms; diseases; electromyography; medical signal processing; optimisation; signal classification; skin; EGG waveform frequency analysis; EGG waveform power analysis; acquired signal filtering; arrhythmia occurrence; bradygastria; cutaneous electrogastrography; diagnostic criteria; diagnostic parameter; discrete wavelet transform; dominant frequency component study; electrogastrographic technique; epigastric area; gastric activity arrhythmia assessment; gastric disorder diagnosis; gastric electrical activity measurement; gastric pathology presence estimation; gastric slow wave recording; irregular rhythm; multifactorial diagnosis model optimization; myoelectrical signal recording; noninvasive myoelectrical measurement; normal EGG; physician; power spectral density diagram; skin surface electrode; tachygastria; Biomedical measurement; Conferences; Medical diagnostic imaging; Muscles; Power distribution; Stomach; Time-frequency analysis; diagnostic creteria; electrogastrography; gastric disorders; myoelectrical measurements; myoelectrical signals;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location
Minneapolis, MN
ISSN
1091-5281
Print_ISBN
978-1-4673-4621-4
Type
conf
DOI
10.1109/I2MTC.2013.6555628
Filename
6555628
Link To Document