Title: Texture classification by neural net in medical sonography
Authors: Černý, V.
Fekete, L.
Zajac, R.
Citation: Journal of WSCG. 1995, vol. 3, no. 1-2, p. 357-359.
Issue Date: 1995
Publisher: Václav Skala - UNION Agency
Document type: článek
URI: http://wscg.zcu.cz/wscg1995/wscg95.htm
ISSN: 1213-6972 (print)
1213-6980 (CD-ROM)
1213-6964 (online)
Keywords: jednoduchá neuronová síť;sonografické lékařské snímky;nádor
Keywords in different language: simple neural net;sonographic medical images;tumor
Abstract in different language: We have delevoped a simple neural net classifier to evaluate textural informational content in the sonographic medical images. The net is trained on a set of texture patterns from sonographic images of testes. The samples in the set were classified by the supervisor into two classes: "normal" and "tumor". After the training the performance was 85% correctly classified images. We are in the stage of collecting data for the independent test set of samples.
Rights: © Václav Skala - UNION Agency
Appears in Collections:Volume 3, number 1-2 (1995)

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Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/16019

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