Digestive activity evaluation by multichannel abdominal sounds analysis.
Fiche publication
Date publication
juin 2010
Journal
IEEE transactions on bio-medical engineering
Auteurs
Membres identifiés du Cancéropôle Est :
Pr WOLF Didier
Tous les auteurs :
Ranta R, Louis-Dorr V, Heinrich C, Wolf D, Guillemin F
Lien Pubmed
Résumé
This paper introduces a complete methodology for abdominal sounds analysis, from signal acquisition to statistical data analysis. The goal is to evaluate if and how phonoenterograms can be used to detect different functioning modes of the normal gastrointestinal tract, both in terms of localization and of time evolution during the digestion. After the description of the acquisition protocol and the employed instrumentation, several signal processing steps are presented: wavelet denoising and segmentation, artifact suppression, and source localization. Next, several physiological features are extracted from the processed signals issued from a database of 14 healthy volunteers, recorded during 3 h after a standardized meal. Data analysis is performed using a multifactorial statistical method. Based on the introduced approach, we show that the abdominal regions of healthy volunteers present statistically significant phonoenterographic characteristics, which evolve differently during the normal digestion. The most significant feature allowing us to distinguish regions and time differences is the number of recorded sounds, but important information is also carried by sound amplitudes, frequencies, and durations. Depending on the considered feature, the sounds produced by different abdominal regions (especially stomach, ileocaecal, and lower abdomen regions) present a specific distribution over space and time. This information, statistically validated, is usable in further studies as a comparison term with other normal or pathological conditions.
Mots clés
Abdomen, physiology, Auscultation, methods, Diagnosis, Computer-Assisted, methods, Digestion, physiology, Gastrointestinal Motility, physiology, Humans, Reproducibility of Results, Sensitivity and Specificity, Sound Spectrography, methods
Référence
IEEE Trans Biomed Eng. 2010 Jun;57(6):1507-19