DocumentCode
1716771
Title
Study on association of stroke and hemorheology based on factor & cluster analysis
Author
Zhang, Weipeng ; Huo, Aidi
Author_Institution
Sch. of Mech. & Electr. Eng., Ningbo Dahongying Univ. (NDU), Ningbo, China
Volume
3
fYear
2011
Firstpage
2041
Lastpage
2045
Abstract
To investigate the association of hemorheology and stroke, and to provide a scientific basis for the clinical features of hemorheology in patients with stroke, a large number of hemorheology data of patients with stroke were collected, and with factor analysis, five unrelated common factors were extracted from 9 indicators of the stroke patients including hemorheology, age and sex, etc., which were then classified with cluster analysis after orthogonal rotation according to common factor scores. The results of cluster were divided into 4 categories, i.e. male under 60, male over 60, female under 60 and female over 60. The results show that by combination of factor and cluster analysis methods, the clinical features of stroke can be scientifically classified. The factor and cluster analysis are of great value in the diagnosis and prevention of stroke.
Keywords
haemorheology; medical signal processing; patient diagnosis; signal classification; statistical analysis; age; classification; cluster analysis; common factor scores; diagnosis; factor analysis; hemorheology; sex; stroke; Blood; Correlation; Hemodynamics; Loading; Medical diagnostic imaging; Plasmas; Viscosity; cluster analysis; factor analysis; hemorheology;
fLanguage
English
Publisher
ieee
Conference_Titel
Water Resource and Environmental Protection (ISWREP), 2011 International Symposium on
Conference_Location
Xi´an
Print_ISBN
978-1-61284-339-1
Type
conf
DOI
10.1109/ISWREP.2011.5893662
Filename
5893662
Link To Document