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http://dx.doi.org/10.5392/JKCA.2013.13.05.303

Application of Texture Features algorithm using Computer Aided Diagnosis of Papillary Thyroid Cancer in the Ultrasonography  

Ko, Seong-Jin (부산가톨릭대학교 보건과학대학 방사선학과)
Lee, Jin-Soo (부산가톨릭대학교 대학원 방사선학과)
Ye, Soo-Young (부산가톨릭대학교 보건과학대학 방사선학과)
Kim, Changsoo (부산가톨릭대학교 보건과학대학 방사선학과)
Publication Information
The Journal of the Korea Contents Association / v.13, no.5, 2013 , pp. 303-310 More about this Journal
Abstract
Thyroid nodular disease is the most frequently appeared in thyroid disease. Thyroid ultrasonography offers location of nodules, size, the number, information of internal echo characteristic. Thus, it makes possible to sort high-risk nodule containing high possibility about thyroid cancer and to induct precisely when take a Fine Needle Biopsy Aspiration. On thyroid nodule, the case which is diagnosed as malignant is less than 5% but screening test is very important on ultrasound and also must be reduced unnecessary procedure. Therefore, in this study an approach for describing a region is to quantity its texture content. We applied TFA algorithm on case which has been pathologically diagnosed as papillary thyroid cancer. we obtained experiment image which set the ROI on ultrasound and cut the $50{\times}50$ pixel size, histogram equalization. Consequently, Disease recognition detection efficiency of GLavg, SKEW, UN, ENT parameter were high as 91~100%. It is suggestion about possibility on CAD which distinguishes thyroid nodule. In addition, it will be helpful to differential diagnosis of thyroid nodule. If the study on additional parameter algorithm is continuously progressed from now on, it is able to arrange practical base on CAD and it is possible to apply various disease in the thyroid US.
Keywords
Thyroid US; Papillary thyroid CA; TFA; CAD;
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Times Cited By KSCI : 4  (Citation Analysis)
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