An assessment approach to the adequacy of peritoneal dialysis based on modified MART2 network / 生物医学工程学杂志
Journal of Biomedical Engineering
; (6): 475-479, 2009.
Article
in Chinese
| WPRIM (Western Pacific)
| ID: wpr-280173
Responsible library:
WPRO
ABSTRACT
Against the large number of assessment indices to the adequacy peritoneal dialysis and incompatibility of some indices, an intelligent assessment approach to the peritoneal dialysis adequacy based on MART2 (modified from ART2) network is proposed. After non-dimension and weighting preconditioning, the assessment indices were put to MART2 and sorted into many clusters. The center-of-gravity of each cluster was identified as adequacy or inadequacy according to the assessment criteria of dialysis adequacy, and the adequacy of each cluster could be determined by the adequacy of corresponding center-of-gravity when the network threshold was high. Finally, the peritoneal dialysis adequacy of each patient could be judged according to the adequacy of cluster to which the patients' indices belong. Experimental results demounstrate its effectiveness.
Full text:
Available
Database:
WPRIM (Western Pacific)
Main subject:
Quality Assurance, Health Care
/
Reference Standards
/
Therapeutics
/
Urea
/
Peritoneal Dialysis
/
Guideline Adherence
/
Creatinine
/
Kidney Failure, Chronic
/
Metabolism
Limits:
Humans
Language:
Chinese
Journal:
Journal of Biomedical Engineering
Year:
2009
Document type:
Article