DocumentCode
1621652
Title
An application of self organizing map to detection of confused blood samples
Author
Ohtsuka, Akitsugu ; Kamiura, Naotake ; Isokawa, Teijiro ; Minamide, Naoki ; Okamoto, Monoru ; Koeda, Noriaki ; Matsui, Nobuyuki
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Himeji Inst. of Technol., Japan
Volume
1
fYear
2004
Firstpage
841
Abstract
We propose a cost-aware method of detecting blood samples confused among different patients, using self organizing maps. The map consists of a cluster reacting to confused data and that reacting to non-confused data. It is completed so that the latter cluster can become larger than the former, and allows reducing drastically the number of samples wrongly judged to be retested.
Keywords
blood; haemorheology; medical computing; patient diagnosis; pattern clustering; self-organising feature maps; confused blood sample detection; confused data; cost-aware method; nonconfused data; pattern clustering; self organizing map;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2004 Annual Conference
Conference_Location
Sapporo
Print_ISBN
4-907764-22-7
Type
conf
Filename
1491521
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