Support vector machines in sonography

Clinical Imaging - Tập 29 - Trang 179-184 - 2005
Yu-Len Huang1, Dar-Ren Chen2
1Department of Computer Science and Information Engineering, Tunghai University, Taichung 407, Taiwan
2Department of General Surgery, Changhua Christian Hospital, Changhua 500, Taiwan

Tài liệu tham khảo

Raymond, 2000, Letter from the editor, Semin Ultrasound CT MR, 21, 285, 10.1016/S0887-2171(00)90022-2 Stavros, 1995, Solid breast nodules: use of sonography to distinguish between benign and malignant lesions, Radiology, 196, 123, 10.1148/radiology.196.1.7784555 Bassett, 1991, The prevalence of carcinoma in palpable vs impalpable, mammographically detected lesions, AJR Am J Roentgenol, 157, 21, 10.2214/ajr.157.1.1646562 Rosenberg, 1987, Clinically occult breast lesions: localization and significance, Radiology, 162, 167, 10.1148/radiology.162.1.3024209 Gisvold, 1984, Prebiopsy localization of nonpalpable breast lesions, AJR Am J Roentgenol, 143, 477, 10.2214/ajr.143.3.477 Chen, 2000, Breast cancer diagnosis using self-organizing map for sonography, Ultrasound Med Biol, 26, 405, 10.1016/S0301-5629(99)00156-8 Chen, 2000, Texture analysis of breast tumors on sonograms, Semin Ultrasound CT MR, 21, 308, 10.1016/S0887-2171(00)90025-8 Chen, 2002, Diagnosis of breast tumors with sonographic texture analysis using wavelet transform and neural networks, Ultrasound Med Biol, 28, 1301, 10.1016/S0301-5629(02)00620-8 Chen, 1999, Computer-aided diagnosis applied to US of solid breast nodules by using neural networks, Radiology, 213, 407, 10.1148/radiology.213.2.r99nv13407 Kuo, 2001, Data mining with decision trees for diagnosis of breast tumor in medical ultrasonic images, Breast Cancer Res Treat, 66, 51, 10.1023/A:1010676701382 Vapnik, 1998 Christianini, 2000 El Naqa, 2002, A support vector machine approach for detection of microcalcifications, IEEE Trans Med Imaging, 21, 1552, 10.1109/TMI.2002.806569 Yang MH, Roth D, Ahuja N. A tale of two classifiers: SNoW vs. SVM in visual recognition. Comput Vis—Eccv 2002 Pt Iv 2002;2353:685–699. Kim, 2002, Support vector machines for texture classification, IEEE Trans Pattern Anal Mach Intell, 24, 1542, 10.1109/TPAMI.2002.1046177 Sun, 2003, Identifying splicing sites in eukaryotic RNA: support vector machine approach, Comput Biol Med, 33, 17, 10.1016/S0010-4825(02)00057-4 Song, 2002, Prediction of protein retention times in anion-exchange chromatography systems using support vector regression, J Chem Inf Comput Sci, 42, 1347, 10.1021/ci025580t Song, 2002, Robust support vector machine with bullet hole image classification, IEEE Trans Syst Man Cybern, Part C Appl Rev, 32, 440, 10.1109/TSMCC.2002.807277