| 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 article |
| URI: | http://wscg.zcu.cz/wscg1995/wscg95.htm http://hdl.handle.net/11025/16019 |
| 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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|---|---|---|---|---|
| Cerny_95.pdf | Plný text | 265,22 kB | Adobe PDF | View/Open |
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