Document Detail


Colonic pressure data processing based on independent component analysis.
MedLine Citation:
PMID:  20836747     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
The Colonic manometry is an important technique to evaluate human colonic motor functions, which are critical for doctors to understand the pathology of intestinal diseases like slow transit constipation (STC) and colonic inertia (CI). However, in the obtained pressure signals, several patterns of colonic motor activities as well as noises mixed together, which made it difficult to observe the information people really needed. In this article, a new method was proposed to extract patterns of colonic motility from the mixed signals, so that researchers could study them thoroughly. Colonic pressure recordings from 26 volunteers were obtained by the water-perfused manometry catheters. Then independent component analysis (ICA) was introduced, which successfully separated colonic motility patterns and noises into four independent components. And according to the rhythm of contractions examined by ICA, subjects' colonic motility could be divided into three types: regular rhythm (12 subjects), slow rhythm (8 subjects) and disordered (6 subjects), which exactly accorded with their original diagnosis.
Authors:
C Pan; S P Tian; G Z Yan; K D Wang
Related Documents :
8995077 - Duodenal but not gastric transection disturbs motility of the sphincter of oddi in the ...
7262517 - Duodenogastric reflux in humans: its relationship to fasting antroduodenal motility and...
8027617 - The trigger for rectal filling sensation.
9672327 - Obstructive defecation: a failure of rectoanal coordination.
11937457 - The cardiopulmonary effects of single-lung ventilation and carbon dioxide insufflation ...
12817177 - Relationship of systolic blood pressure with plasma homocysteine: importance of smoking...
Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't     Date:  2010-09-14
Journal Detail:
Title:  Journal of medical engineering & technology     Volume:  34     ISSN:  1464-522X     ISO Abbreviation:  J Med Eng Technol     Publication Date:    2010 Oct-Nov
Date Detail:
Created Date:  2010-10-18     Completed Date:  2011-02-03     Revised Date:  2012-06-11    
Medline Journal Info:
Nlm Unique ID:  7702125     Medline TA:  J Med Eng Technol     Country:  England    
Other Details:
Languages:  eng     Pagination:  415-21     Citation Subset:  IM    
Affiliation:
Department of Information Measurement Technology and Instruments, Shanghai Jiao Tong University, Shanghai 200240, China.
Export Citation:
APA/MLA Format     Download EndNote     Download BibTex
MeSH Terms
Descriptor/Qualifier:
Algorithms
Colon* / physiology,  physiopathology
Constipation / physiopathology
Gastrointestinal Motility / physiology*
Humans
Manometry / methods*
Pressure
Principal Component Analysis
Signal Processing, Computer-Assisted*

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine


Previous Document:  MR-compatible pumps versus manual titration of propofol for pediatric sedation.
Next Document:  Altitude mountain sickness among tourist populations: a review and pathophysiology supporting manage...