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An application of self organizing map to detection of confused blood samples

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7 Author(s)
A. Ohtsuka ; Dept. of Electr. Eng. & Comput. Sci., Himeji Inst. of Technol., Japan ; N. Kamiura ; T. Isokawa ; N. Minamide
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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.

Published in:

SICE 2004 Annual Conference  (Volume:1 )

Date of Conference:

4-6 Aug. 2004