Retrospective Analysis of Cytopathology using Gray Level Co-occurrence Matrix Algorithm for Thyroid Malignant Nodules in the Ultrasound Imaging |
Kim, Yeong-Ju
(Dept. of Radiology, Inje University Haeundae Paik Hospital)
Lee, Jin-Soo (Dept. of Radiology, Inje University Haeundae Paik Hospital) Kang, Se-Sik (Dept. of Radiological Science, College of Health Sciences, Catholic University of Pusan) Kim, Changsoo (Dept. of Radiological Science, College of Health Sciences, Catholic University of Pusan) |
1 | Singh N, Jindal A: A Segmentation Method and Comparison of Classification Methods for Thyroid Ultrasound Images, International Journal of Computer Applications. 50(11), 43-49, 2012 DOI |
2 | Stamos K, Eystratios G K, Dimitris M: A Contourlet Transform Feature Extraction Scheme for Ultrasound Thyroid Texture Classification. Engineering Intelligent Systems Special issue: Artificial Intelligence Applications and Innovations, 18(3), 2010 |
3 | Tan GH, Gharib H: Thyroid incidentalomas ; management approaches nodules discovered incidentally on thyroid imaging, Annals of Internal Medicine, 126(3), 226-231, 1997 DOI |
4 | Ross DS: Neopalpable thyroid nodules ; managing an epidemic. Journal of Clinical Endocrinology & Metabolism, 87(5), 1938-1940, 2002 DOI |
5 | Hegedus L: Clinical practice ; The thyroid nodule. New England Journal of Medicine, 351, 1764-1771, 2004 DOI |
6 | Gharib H, Papini E: Thyroid nodule ; clinical importance, assessment, and treatment, Endocrinology Metabolism Clinics of North America, 36, 707-735, 2007 DOI |
7 | Marqusee E, Benson CB, Frates MC, Doubilet PM, Larsen PR: Usefulness of ultrasonography in the management of nodular thyroid disease, Annals of Internal Medicine, 133, 696-700, 2000 DOI |
8 | Cho YH: A Performance Improvement of GLCM Based on Nonuniform Quantization Method ; Journal of Korean Institute of Intelligent Systems, 25(2), 133-138, 2015 DOI |
9 | Gireesha HM, Nanda S: Thyroid Nodule Segmentation and Classification in Ultrasound Images, International Journal of Engineering Research & Technology, 3(5), 2252-2256, 2014 |
10 | Shrikant D. Kale, Krushil M. Punwatkar: Texture Analysis of Ultrasound Medical Images for Diagnosis of Thyroid Nodule Using Support Vector Machine, International Journal of Computer Science and Mobile Computing, 2(10), 71-77, 2013 |
11 | Nitish Z, Vrushsen P: GLCM Textural Features for Brain Tumor Classification, International Journal of Computer Science, 9(3), 2012 |
12 | Poonguzhali S, Ravindran G: Automatic Classification of Focal Lesions in Ultrasound Liver Image Using Combined Texture Features, Information Technology Journal, 7(1), 205-209, 2008 DOI |
13 | Bag BE: Texture analysis of thyroid nodules in ultrasound image for computer aided diagnostic system, Graduate school of Yonsei University, 2016 |
14 | Cho JY, Kim CS, Kang SS, Ko SJ, Ye SY: Image Analysis of Computer Aided Diagnosis using Gray Level Co-occurrence Matrix in the Ultrasonography for Benign Prostate Hyperplasia. Journal Of The Korea Contents Association., 15( 3), 184-191, 2015 |
15 | Park YO, Jung EK, Park YJ, Nam SR, Jung JY,, Kim HJ: The Evaluation of CR and DDR chest image using ROC analysis. Journal of the Korean Society of Radiology, 1(1), 25-30, 2007 |