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Volumn 94, Issue 9, 2011, Pages 18-29

Discrimination of breast tumors in ultrasonic images by classifier ensemble trained with AdaBoost

Author keywords

AdaBoost; breast tumor; differential diagnosis; features selection; log compressed K distribution; ultrasonic image

Indexed keywords

BREAST TUMOR; DIFFERENTIAL DIAGNOSIS; FEATURES SELECTION; LOG-COMPRESSED K DISTRIBUTION; ULTRASONIC IMAGE;

EID: 84860411757     PISSN: 19429533     EISSN: 19429541     Source Type: Journal    
DOI: 10.1002/ecj.10356     Document Type: Article
Times cited : (2)

References (23)
  • 1
    • 84860397996 scopus 로고    scopus 로고
    • New ultrasonic medicine. 1. Fundamentals of medical ultrasonics
    • Japan Society of Ultrasonics in Medicine. Igaku Shoin;. (in Japanese) 2005 guidelines for ultrasonic diagnosis of breast diseases regarding the mass image-forming types (in Japanese)
    • Japan Society of Ultrasonics in Medicine. New ultrasonic medicine. 1. Fundamentals of medical ultrasonics. Igaku Shoin; 2000. (in Japanese) 2005 guidelines for ultrasonic diagnosis of breast diseases regarding the mass image-forming types. Jpn J Med Ultrason 2005;32(6). (in Japanese)
    • (2000) Jpn J Med Ultrason 2005 , vol.32 , Issue.6
  • 2
    • 16544374265 scopus 로고    scopus 로고
    • Ultrasound examination of superficial organs
    • Okugawa S., Ultrasound examination of superficial organs. JSRT J 2001; 60: 1374-1384.
    • (2001) JSRT J , vol.60 , pp. 1374-1384
    • Okugawa, S.1
  • 3
    • 0027731401 scopus 로고
    • Use of non-Rayleigh statistics for the identification of tumors in ultrasonic B-scans of the breast
    • DOI 10.1109/42.251119
    • Shanker PM, Reid JM, Ortega H, Piccoli CW, Goldberg BB., Use of non-Rayleigh statistics for the identification of tumors in ultrasonic B-scans of the breast. IEEE Trans Med Imaging 1993; 12: 687-692. (Pubitemid 2022622)
    • (1993) IEEE Transactions on Medical Imaging , vol.12 , Issue.4 , pp. 687-692
    • Shankar, P.M.1    Reid, J.M.2    Ortega, H.3    Piccoli, C.W.4    Goldberg, B.B.5
  • 5
    • 0027851280 scopus 로고
    • Improving the distinction between benign and malignant breast lesions: The value of sonographic texture analysis
    • DOI 10.1006/uimg.1993.1017
    • Garra BS, Krasner BH, Horii SC, Ascher S, Mun SK, Zeman RK., Improving the distinction between benign and malignant breast lesions: The value of sonographic texture analysis. Ultrason Imaging 1993; 15: 267-285. (Pubitemid 24090199)
    • (1993) Ultrasonic Imaging , vol.15 , Issue.4 , pp. 267-285
    • Garra, B.S.1    Krasner, B.H.2    Horii, S.C.3    Ascher, S.4    Mun, S.K.5    Zeman, R.K.6
  • 6
    • 79960177194 scopus 로고
    • Breast tumor diagnosis system using three dimensional ultrasonic echography
    • (in Japanese)
    • Cheng X, Akiyama I, Wang Y, Ito K., Breast tumor diagnosis system using three dimensional ultrasonic echography. IEICE Trans 1986; J81-D-2: 1402-1410. (in Japanese)
    • (1986) IEICE Trans , vol.J81-D-2 , pp. 1402-1410
    • Cheng, X.1    Akiyama, I.2    Wang, Y.3    Ito, K.4
  • 7
    • 29144519265 scopus 로고    scopus 로고
    • Tissue and morphological characterization of breast tumors in medical ultrasonic images
    • (in Japanese)
    • Chono T, Ito M., Tissue and morphological characterization of breast tumors in medical ultrasonic images. IEICE Trans 2003; J86-A: 1108-1115. (in Japanese)
    • (2003) IEICE Trans , vol.86 , pp. 1108-1115
    • Chono, T.1    Ito, M.2
  • 8
    • 84860418422 scopus 로고    scopus 로고
    • Tissue characterization and extraction of shape features of breast tumors in ultrasound images
    • (in Japanese)
    • Ito M, et al. Tissue characterization and extraction of shape features of breast tumors in ultrasound images. JSUM J 2006; 33: 329-339. (in Japanese)
    • (2006) JSUM J , vol.33 , pp. 329-339
    • Ito, M.1
  • 9
    • 0030395755 scopus 로고    scopus 로고
    • Adaptive speckle reduction filter for log-compressed B-scan images
    • PII S0278006296086995
    • Dutt V, Greenleaf JF., Adaptive speckle reduction filter for log-compressed B-scan images. IEEE Trans Med Imaging 1996; 15: 802-813. (Pubitemid 126773982)
    • (1996) IEEE Transactions on Medical Imaging , vol.15 , Issue.6 , pp. 802-813
    • Dutt, V.1    Greenleaf, J.F.2
  • 10
    • 67651176901 scopus 로고    scopus 로고
    • Segmentation and tissue motion detection of ultrasonic images based on locally adaptive filtering
    • (in Japanese)
    • Takemura A., Segmentation and tissue motion detection of ultrasonic images based on locally adaptive filtering. Proc ISBME 2006, p 251-254. (in Japanese)
    • (2006) Proc ISBME , pp. 251-254
    • Takemura, A.1
  • 11
    • 67651173782 scopus 로고    scopus 로고
    • Estimation of log-compressed K-distribution parameter from moving images of superficial peripheral vein by a high-frequency ultrasonic equipment and an application to valve discrimination
    • (in Japanese)
    • Takemura A, Shimzu A., Estimation of log-compressed K-distribution parameter from moving images of superficial peripheral vein by a high-frequency ultrasonic equipment and an application to valve discrimination. IEICE Trans 2008; J91-D: 823-834. (in Japanese)
    • (2008) IEICE Trans , vol.J91-D , pp. 823-834
    • Takemura, A.1    Shimzu, A.2
  • 12
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
    • Freund Y, Schapire RE., A decision-theoretic generalization of on-line learning and an application to boosting. J Comput Syst Sci 1997; 55: 119-139. (Pubitemid 127433398)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 13
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • Schapire RE, Freund Y, Bartlett P, Lee WS., Boosting the margin: A new explanation for the effectiveness of voting methods. Ann Stat 1998; 26: 1651-1686. (Pubitemid 128376902)
    • (1998) Annals of Statistics , vol.26 , Issue.5 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4
  • 14
    • 67651183063 scopus 로고    scopus 로고
    • Improvement of tumor detection performance in mammograms by feature selection from a large number of features and proposal of fast feature selection method
    • Nemoto M, Shimizu A, Hagihara Y, Kobatake H, Nawano S., Improvement of tumor detection performance in mammograms by feature selection from a large number of features and proposal of fast feature selection method. Med Imaging Technol 2007; 25: 121-130.
    • (2007) Med Imaging Technol , vol.25 , pp. 121-130
    • Nemoto, M.1    Shimizu, A.2    Hagihara, Y.3    Kobatake, H.4    Nawano, S.5
  • 15
    • 0038391397 scopus 로고    scopus 로고
    • Boosting for tumor classification with gene expression data
    • DOI 10.1093/bioinformatics/btf867
    • Detting M, Buhlmann P., Boosting for tumor classification with gene expression data. Bioinformatics 2003; 19: 1061-1069. (Pubitemid 36790007)
    • (2003) Bioinformatics , vol.19 , Issue.9 , pp. 1061-1069
    • Dettling, M.1    Buhlmann, P.2
  • 22
    • 85115260483 scopus 로고
    • Floating search methods for feature selection with nonmonotonic criterion functions
    • Pudil P, Ferri FJ, Novovicova J, Kittler J., Floating search methods for feature selection with nonmonotonic criterion functions. Proc IEEE Conf B, 12th IAPR 1994; 2: 279-283.
    • (1994) Proc IEEE Conf B, 12th IAPR , vol.2 , pp. 279-283
    • Pudil, P.1    Ferri, F.J.2    Novovicova, J.3    Kittler, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.