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Volumn 14, Issue 1, 2014, Pages

Diagnostic assessment by dynamic contrast-enhanced and diffusion-weighted magnetic resonance in differentiation of breast lesions under different imaging protocols

Author keywords

Breast mass; Classifier; Computer aided diagnosis; Diffusion weighted imaging; Feature subset selection; Quantitative morphology and texture features

Indexed keywords

ADOLESCENT; ADULT; AGED; APPARENT DIFFUSION COEFFICIENT; ARTICLE; BREAST CANCER; BREAST LESION; BREAST TUMOR; CLASSIFIER; DIAGNOSTIC TEST ACCURACY STUDY; DIFFERENTIAL DIAGNOSIS; DIFFUSION COEFFICIENT; DIFFUSION WEIGHTED IMAGING; DISEASE CLASSIFICATION; DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGING; FEMALE; HUMAN; MAJOR CLINICAL STUDY; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; ALGORITHM; ARTIFICIAL INTELLIGENCE; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC USE; MIDDLE AGED; PATHOLOGY; PREDICTIVE VALUE; PROGNOSIS; YOUNG ADULT;

EID: 84901626629     PISSN: None     EISSN: 14712407     Source Type: Journal    
DOI: 10.1186/1471-2407-14-366     Document Type: Article
Times cited : (39)

References (49)
  • 2
    • 34547655642 scopus 로고    scopus 로고
    • MRI for diagnosis of pure ductal carcinoma in situ: a prospective observational study
    • 10.1016/S0140-6736(07)61232-X, 17693177
    • Kuhl CK, Schrading S, Bieling HB, Wardelmann E, Leutner CC, Koenig R, Kuhn W, Schild HH. MRI for diagnosis of pure ductal carcinoma in situ: a prospective observational study. Lancet 2007, 370(9586):485-492. 10.1016/S0140-6736(07)61232-X, 17693177.
    • (2007) Lancet , vol.370 , Issue.9586 , pp. 485-492
    • Kuhl, C.K.1    Schrading, S.2    Bieling, H.B.3    Wardelmann, E.4    Leutner, C.C.5    Koenig, R.6    Kuhn, W.7    Schild, H.H.8
  • 3
    • 79958259035 scopus 로고    scopus 로고
    • Immunohistochemical analysis of ezrin-radixin-moesin-binding phosphoprotein 50 in prostatic adenocarcinoma
    • 10.1186/1471-2490-11-12, 3132203, 21672215
    • Bartholow T, Becich M, Chandran U, Parwani A. Immunohistochemical analysis of ezrin-radixin-moesin-binding phosphoprotein 50 in prostatic adenocarcinoma. BMC Urol 2011, 11(1):12. 10.1186/1471-2490-11-12, 3132203, 21672215.
    • (2011) BMC Urol , vol.11 , Issue.1 , pp. 12
    • Bartholow, T.1    Becich, M.2    Chandran, U.3    Parwani, A.4
  • 4
    • 34548084654 scopus 로고    scopus 로고
    • Comparison of breast cancer detection by diffusion-weighted magnetic resonance imaging and mammography
    • 10.1007/s11604-007-0128-4, 17581710
    • Yoshikawa MI, Ohsumi S, Sugata S, Kataoka M, Takashima S, Kikuchi K, Mochizuki T. Comparison of breast cancer detection by diffusion-weighted magnetic resonance imaging and mammography. Radiat Med 2007, 25(5):218-223. 10.1007/s11604-007-0128-4, 17581710.
    • (2007) Radiat Med , vol.25 , Issue.5 , pp. 218-223
    • Yoshikawa, M.I.1    Ohsumi, S.2    Sugata, S.3    Kataoka, M.4    Takashima, S.5    Kikuchi, K.6    Mochizuki, T.7
  • 5
    • 79960693358 scopus 로고    scopus 로고
    • Apparent diffusion coefficient as an MR imaging biomarker of low-risk ductal carcinoma in situ: a pilot study
    • 10.1148/radiol.11101892, 21633054
    • Iima M, Le Bihan D, Okumura R, Okada T, Fujimoto K, Kanao S, Tanaka S, Fujimoto M, Sakashita H, Togashi K. Apparent diffusion coefficient as an MR imaging biomarker of low-risk ductal carcinoma in situ: a pilot study. Radiology 2011, 260(2):364-372. 10.1148/radiol.11101892, 21633054.
    • (2011) Radiology , vol.260 , Issue.2 , pp. 364-372
    • Iima, M.1    Le Bihan, D.2    Okumura, R.3    Okada, T.4    Fujimoto, K.5    Kanao, S.6    Tanaka, S.7    Fujimoto, M.8    Sakashita, H.9    Togashi, K.10
  • 6
    • 41349118080 scopus 로고    scopus 로고
    • Quantitative diffusion-weighted MR imaging in the differential diagnosis of breast lesion
    • 10.1007/s00330-007-0621-2, 17356840
    • Marini C, Iacconi C, Giannelli M, Cilotti A, Moretti M, Bartolozzi C. Quantitative diffusion-weighted MR imaging in the differential diagnosis of breast lesion. Eur Radiol 2007, 17(10):2646-2655. 10.1007/s00330-007-0621-2, 17356840.
    • (2007) Eur Radiol , vol.17 , Issue.10 , pp. 2646-2655
    • Marini, C.1    Iacconi, C.2    Giannelli, M.3    Cilotti, A.4    Moretti, M.5    Bartolozzi, C.6
  • 8
    • 0036021696 scopus 로고    scopus 로고
    • Differentiation of clinically benign and malignant breast lesions using diffusion-weighted imaging
    • 10.1002/jmri.10140, 12203765
    • Guo Y, Cai YQ, Cai ZL, Gao YG, An NY, Ma L, Mahankali S, Gao JH. Differentiation of clinically benign and malignant breast lesions using diffusion-weighted imaging. J Magn Reson Imaging 2002, 16(2):172-178. 10.1002/jmri.10140, 12203765.
    • (2002) J Magn Reson Imaging , vol.16 , Issue.2 , pp. 172-178
    • Guo, Y.1    Cai, Y.Q.2    Cai, Z.L.3    Gao, Y.G.4    An, N.Y.5    Ma, L.6    Mahankali, S.7    Gao, J.H.8
  • 9
    • 77953263634 scopus 로고    scopus 로고
    • Apparent diffusion coefficient values for discriminating benign and malignant breast MRI lesions: effects of lesion type and size
    • Partridge SC, Mullins CD, Kurland BF, Allain MD, DeMartini WB, Eby PR, Lehman CD. Apparent diffusion coefficient values for discriminating benign and malignant breast MRI lesions: effects of lesion type and size. Am J Roentgenol 2010, 194(6):1664-1673.
    • (2010) Am J Roentgenol , vol.194 , Issue.6 , pp. 1664-1673
    • Partridge, S.C.1    Mullins, C.D.2    Kurland, B.F.3    Allain, M.D.4    DeMartini, W.B.5    Eby, P.R.6    Lehman, C.D.7
  • 10
    • 0036270777 scopus 로고    scopus 로고
    • In vivo diffusion-weighted MRI of the breast: Potential for lesion characterization
    • 10.1002/jmri.10116, 12112520
    • Sinha S, Lucas-Quesada FA, Sinha U, DeBruhl N, Bassett LW. In vivo diffusion-weighted MRI of the breast: Potential for lesion characterization. J Magn Reson Imaging 2002, 15(6):693-704. 10.1002/jmri.10116, 12112520.
    • (2002) J Magn Reson Imaging , vol.15 , Issue.6 , pp. 693-704
    • Sinha, S.1    Lucas-Quesada, F.A.2    Sinha, U.3    DeBruhl, N.4    Bassett, L.W.5
  • 12
    • 69949186449 scopus 로고    scopus 로고
    • Prognostic value of pre-treatment DCE-MRI parameters in predicting disease free and overall survival for breast cancer patients undergoing neoadjuvant chemotherapy
    • 10.1016/j.ejrad.2008.05.007, 18572340
    • Pickles M, Manton D, Lowry M, Turnbull L. Prognostic value of pre-treatment DCE-MRI parameters in predicting disease free and overall survival for breast cancer patients undergoing neoadjuvant chemotherapy. Eur J Radiol 2009, 71(3):498-505. 10.1016/j.ejrad.2008.05.007, 18572340.
    • (2009) Eur J Radiol , vol.71 , Issue.3 , pp. 498-505
    • Pickles, M.1    Manton, D.2    Lowry, M.3    Turnbull, L.4
  • 13
    • 10744228207 scopus 로고    scopus 로고
    • Correlation of dynamic contrast enhancement MRI parameters with microvessel density and VEGF for assessment of angiogenesis in breast cancer
    • 10.1002/jmri.10380, 14508784
    • Su MY, Cheung YC, Fruehauf JP, Yu H, Nalcioglu O, Mechetner E, Kyshtoobayeva A, Chen SC, Hsueh S, McLaren CE. Correlation of dynamic contrast enhancement MRI parameters with microvessel density and VEGF for assessment of angiogenesis in breast cancer. J Magn Reson Imaging 2003, 18(4):467-477. 10.1002/jmri.10380, 14508784.
    • (2003) J Magn Reson Imaging , vol.18 , Issue.4 , pp. 467-477
    • Su, M.Y.1    Cheung, Y.C.2    Fruehauf, J.P.3    Yu, H.4    Nalcioglu, O.5    Mechetner, E.6    Kyshtoobayeva, A.7    Chen, S.C.8    Hsueh, S.9    McLaren, C.E.10
  • 14
    • 73449130199 scopus 로고    scopus 로고
    • Quantitative diffusion-weighted imaging as an adjunct to conventional breast MRI for improved positive predictive value
    • Partridge SC, DeMartini WB, Kurland BF, Eby PR, White SW, Lehman CD. Quantitative diffusion-weighted imaging as an adjunct to conventional breast MRI for improved positive predictive value. Am J Roentgenol 2009, 193(6):1716-1722.
    • (2009) Am J Roentgenol , vol.193 , Issue.6 , pp. 1716-1722
    • Partridge, S.C.1    DeMartini, W.B.2    Kurland, B.F.3    Eby, P.R.4    White, S.W.5    Lehman, C.D.6
  • 16
    • 46149103200 scopus 로고    scopus 로고
    • DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement?
    • 10.1118/1.2936220, 2673559, 18697535
    • Jansen SA, Fan X, Karczmar GS, Abe H, Schmidt RA, Giger M, Newstead GM. DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement?. Med Phys 2008, 35(7):3102-3109. 10.1118/1.2936220, 2673559, 18697535.
    • (2008) Med Phys , vol.35 , Issue.7 , pp. 3102-3109
    • Jansen, S.A.1    Fan, X.2    Karczmar, G.S.3    Abe, H.4    Schmidt, R.A.5    Giger, M.6    Newstead, G.M.7
  • 17
    • 0036357505 scopus 로고    scopus 로고
    • The role of contrast-enhanced MR mammography for determining candidates for breast conservation surgery
    • 10.1007/BF02967595, 12185335
    • Zhang Y, Fukatsu H, Naganawa S, Satake H, Sato Y, Ohiwa M, Endo T, Ichihara S, Ishigaki T. The role of contrast-enhanced MR mammography for determining candidates for breast conservation surgery. Breast Cancer 2002, 9(3):231-239. 10.1007/BF02967595, 12185335.
    • (2002) Breast Cancer , vol.9 , Issue.3 , pp. 231-239
    • Zhang, Y.1    Fukatsu, H.2    Naganawa, S.3    Satake, H.4    Sato, Y.5    Ohiwa, M.6    Endo, T.7    Ichihara, S.8    Ishigaki, T.9
  • 18
    • 0034051570 scopus 로고    scopus 로고
    • MRI of breast tumors
    • 10.1007/s003300050006, 10663717
    • Kuhl CK. MRI of breast tumors. Eur Radiol 2000, 10(1):46-58. 10.1007/s003300050006, 10663717.
    • (2000) Eur Radiol , vol.10 , Issue.1 , pp. 46-58
    • Kuhl, C.K.1
  • 19
    • 55749111511 scopus 로고    scopus 로고
    • Enhanced mass on contrast-enhanced breast MR imaging: Lesion characterization using combination of dynamic contrast-enhanced and diffusion-weighted MR images
    • 10.1002/jmri.21570, 18972357
    • Yabuuchi H, Matsuo Y, Okafuji T, Kamitani T, Soeda H, Setoguchi T, Sakai S, Hatakenaka M, Kubo M, Sadanaga N, Yamamoto H, Honda H. Enhanced mass on contrast-enhanced breast MR imaging: Lesion characterization using combination of dynamic contrast-enhanced and diffusion-weighted MR images. J Magn Reson Imaging 2008, 28(5):1157-1165. 10.1002/jmri.21570, 18972357.
    • (2008) J Magn Reson Imaging , vol.28 , Issue.5 , pp. 1157-1165
    • Yabuuchi, H.1    Matsuo, Y.2    Okafuji, T.3    Kamitani, T.4    Soeda, H.5    Setoguchi, T.6    Sakai, S.7    Hatakenaka, M.8    Kubo, M.9    Sadanaga, N.10    Yamamoto, H.11    Honda, H.12
  • 20
    • 59249103219 scopus 로고    scopus 로고
    • The value of diffusion-weighted imaging in assessing the ADC changes of tissues adjacent to breast carcinoma
    • 10.1186/1471-2407-9-18, 2633008, 19144163
    • Yili Z, Xiaoyan H, Hongwen D, Yun Z, Xin C, Peng W, Youmin G. The value of diffusion-weighted imaging in assessing the ADC changes of tissues adjacent to breast carcinoma. BMC Cancer 2009, 9(1):18. 10.1186/1471-2407-9-18, 2633008, 19144163.
    • (2009) BMC Cancer , vol.9 , Issue.1 , pp. 18
    • Yili, Z.1    Xiaoyan, H.2    Hongwen, D.3    Yun, Z.4    Xin, C.5    Peng, W.6    Youmin, G.7
  • 22
    • 68949164775 scopus 로고    scopus 로고
    • Automated breast cancer detection and classification using ultrasound images: A survey
    • Cheng HD, Shan J, Ju W, Guo Y, Zhang L. Automated breast cancer detection and classification using ultrasound images: A survey. Pattern Recogn 2010, 43(1):299-317.
    • (2010) Pattern Recogn , vol.43 , Issue.1 , pp. 299-317
    • Cheng, H.D.1    Shan, J.2    Ju, W.3    Guo, Y.4    Zhang, L.5
  • 23
    • 33847208483 scopus 로고    scopus 로고
    • Malignant and benign breast masses on 3D US volumetric images: effect of computer-aided diagnosis on radiologist accuracy
    • 10.1148/radiol.2423051464, 2800986, 17244717
    • Sahiner B, Chan H, Roubidoux MA, Hadjiiski LM, Helvie MA, Paramagul C, Bailey J, Nees AV, Blane C. Malignant and benign breast masses on 3D US volumetric images: effect of computer-aided diagnosis on radiologist accuracy. Radiology 2007, 242(3):716-724. 10.1148/radiol.2423051464, 2800986, 17244717.
    • (2007) Radiology , vol.242 , Issue.3 , pp. 716-724
    • Sahiner, B.1    Chan, H.2    Roubidoux, M.A.3    Hadjiiski, L.M.4    Helvie, M.A.5    Paramagul, C.6    Bailey, J.7    Nees, A.V.8    Blane, C.9
  • 24
    • 34447297286 scopus 로고    scopus 로고
    • Breast ultrasound computer-aided diagnosis using BI-RADS features
    • 10.1016/j.acra.2007.04.016, 17659238
    • Shen WC, Chang RF, Moon WK, Chou YH, Huang CS. Breast ultrasound computer-aided diagnosis using BI-RADS features. Acad Radiol 2007, 14(8):928-939. 10.1016/j.acra.2007.04.016, 17659238.
    • (2007) Acad Radiol , vol.14 , Issue.8 , pp. 928-939
    • Shen, W.C.1    Chang, R.F.2    Moon, W.K.3    Chou, Y.H.4    Huang, C.S.5
  • 25
    • 33846190665 scopus 로고    scopus 로고
    • Breast MRI lesion classification: Improved performance of human readers with a backpropagation neural network computer-aided diagnosis (CAD) system
    • 10.1002/jmri.20794, 17154399
    • Meinel LA, Stolpen AH, Berbaum KS, Fajardo LL, Reinhardt JM. Breast MRI lesion classification: Improved performance of human readers with a backpropagation neural network computer-aided diagnosis (CAD) system. J Magn Reson Imaging 2007, 25(1):89-95. 10.1002/jmri.20794, 17154399.
    • (2007) J Magn Reson Imaging , vol.25 , Issue.1 , pp. 89-95
    • Meinel, L.A.1    Stolpen, A.H.2    Berbaum, K.S.3    Fajardo, L.L.4    Reinhardt, J.M.5
  • 26
    • 31944443382 scopus 로고    scopus 로고
    • Diagnosis of breast tumors with ultrasonic texture analysis using support vector machines
    • Huang Y, Wang K, Chen D. Diagnosis of breast tumors with ultrasonic texture analysis using support vector machines. Neural Comput Appl 2006, 15(2):164-169.
    • (2006) Neural Comput Appl , vol.15 , Issue.2 , pp. 164-169
    • Huang, Y.1    Wang, K.2    Chen, D.3
  • 28
    • 79960535225 scopus 로고    scopus 로고
    • Diffusion-weighted imaging of the breast: principles and clinical applications
    • 10.1148/rg.314105160, 21768239
    • Woodhams R, Ramadan S, Stanwell P, Sakamoto S, Hata H, Ozaki M, Kan S, Inoue Y. Diffusion-weighted imaging of the breast: principles and clinical applications. Radiographics 2011, 31(4):1059-1084. 10.1148/rg.314105160, 21768239.
    • (2011) Radiographics , vol.31 , Issue.4 , pp. 1059-1084
    • Woodhams, R.1    Ramadan, S.2    Stanwell, P.3    Sakamoto, S.4    Hata, H.5    Ozaki, M.6    Kan, S.7    Inoue, Y.8
  • 29
    • 80052876547 scopus 로고    scopus 로고
    • Textural kinetics: a novel dynamic contrast-enhanced (DCE)-MRI feature for breast lesion classification
    • 10.1007/s10278-010-9298-1, 3092055, 20508965
    • Agner SC, Soman S, Libfeld E, McDonald M, Thomas K, Englander S, Rosen MA, Chin D, Nosher J, Madabhushi A. Textural kinetics: a novel dynamic contrast-enhanced (DCE)-MRI feature for breast lesion classification. J Digit Imaging 2011, 24(3):446-463. 10.1007/s10278-010-9298-1, 3092055, 20508965.
    • (2011) J Digit Imaging , vol.24 , Issue.3 , pp. 446-463
    • Agner, S.C.1    Soman, S.2    Libfeld, E.3    McDonald, M.4    Thomas, K.5    Englander, S.6    Rosen, M.A.7    Chin, D.8    Nosher, J.9    Madabhushi, A.10
  • 30
    • 55349148361 scopus 로고    scopus 로고
    • Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI
    • 10.1016/j.acra.2008.06.005, 2791407, 19000868
    • Nie K, Chen J, Yu HJ, Chu Y, Nalcioglu O, Su M. Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. Acad Radiol 2008, 15(12):1513-1525. 10.1016/j.acra.2008.06.005, 2791407, 19000868.
    • (2008) Acad Radiol , vol.15 , Issue.12 , pp. 1513-1525
    • Nie, K.1    Chen, J.2    Yu, H.J.3    Chu, Y.4    Nalcioglu, O.5    Su, M.6
  • 31
    • 79952449647 scopus 로고    scopus 로고
    • A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis
    • Chen H, Yang B, Liu J, Liu D. A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis. Expert Syst Appl 2011, 38(7):9014-9022.
    • (2011) Expert Syst Appl , vol.38 , Issue.7 , pp. 9014-9022
    • Chen, H.1    Yang, B.2    Liu, J.3    Liu, D.4
  • 32
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon I, Weston J, Barnhill S, Vapnik V. Gene selection for cancer classification using support vector machines. Mach Learn 2002, 46(1-3):389-422.
    • (2002) Mach Learn , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 33
    • 56349089940 scopus 로고    scopus 로고
    • Support vector machines combined with feature selection for breast cancer diagnosis
    • Akay MF. Support vector machines combined with feature selection for breast cancer diagnosis. Expert Syst Appl 2009, 36(2):3240-3247.
    • (2009) Expert Syst Appl , vol.36 , Issue.2 , pp. 3240-3247
    • Akay, M.F.1
  • 35
    • 19344364327 scopus 로고    scopus 로고
    • Predicting breast cancer survivability: a comparison of three data mining methods
    • 10.1016/j.artmed.2004.07.002, 15894176
    • Delen D, Walker G, Kadam A. Predicting breast cancer survivability: a comparison of three data mining methods. Artif Intell Med 2005, 34(2):113-127. 10.1016/j.artmed.2004.07.002, 15894176.
    • (2005) Artif Intell Med , vol.34 , Issue.2 , pp. 113-127
    • Delen, D.1    Walker, G.2    Kadam, A.3
  • 36
    • 80052781450 scopus 로고    scopus 로고
    • Analysis of parameter selections for fuzzy c-means
    • Wu K. Analysis of parameter selections for fuzzy c-means. Pattern Recogn 2012, 45(1):407-415.
    • (2012) Pattern Recogn , vol.45 , Issue.1 , pp. 407-415
    • Wu, K.1
  • 37
    • 0032028944 scopus 로고    scopus 로고
    • Snakes, shapes, and gradient vector flow
    • 10.1109/83.661186, 18276256
    • Xu C, Prince JL. Snakes, shapes, and gradient vector flow. IEEE Trans Image Process 1998, 7(3):359-369. 10.1109/83.661186, 18276256.
    • (1998) IEEE Trans Image Process , vol.7 , Issue.3 , pp. 359-369
    • Xu, C.1    Prince, J.L.2
  • 38
    • 0038670778 scopus 로고    scopus 로고
    • Improvement in breast tumor discrimination by support vector machines and speckle-emphasis texture analysis
    • 10.1016/S0301-5629(02)00788-3, 12754067
    • Chang RF, Wu WJ, Moon WK, Chen DR. Improvement in breast tumor discrimination by support vector machines and speckle-emphasis texture analysis. Ultrasound Med Biol 2003, 29(5):679-686. 10.1016/S0301-5629(02)00788-3, 12754067.
    • (2003) Ultrasound Med Biol , vol.29 , Issue.5 , pp. 679-686
    • Chang, R.F.1    Wu, W.J.2    Moon, W.K.3    Chen, D.R.4
  • 40
    • 11044234339 scopus 로고    scopus 로고
    • Texture analysis of medical images
    • 10.1016/j.crad.2004.07.008, 15556588
    • Castellano G, Bonilha L, Li LM, Cendes F. Texture analysis of medical images. Clin Radiol 2004, 59(12):1061-1069. 10.1016/j.crad.2004.07.008, 15556588.
    • (2004) Clin Radiol , vol.59 , Issue.12 , pp. 1061-1069
    • Castellano, G.1    Bonilha, L.2    Li, L.M.3    Cendes, F.4
  • 41
    • 0034860249 scopus 로고    scopus 로고
    • Vascularity assessment of breast lesions with gadolinium-enhanced MR imaging
    • Hylton NM. Vascularity assessment of breast lesions with gadolinium-enhanced MR imaging. Magn Reson Imaging Clin N Am 2001, 9(2):321-332.
    • (2001) Magn Reson Imaging Clin N Am , vol.9 , Issue.2 , pp. 321-332
    • Hylton, N.M.1
  • 42
    • 0035841036 scopus 로고    scopus 로고
    • Feature extraction and classification of breast cancer on dynamic magnetic resonance imaging using artificial neural network
    • 10.1016/S0304-3835(01)00508-0, 11520602
    • Abdolmaleki P, Buadu LD, Naderimansh H. Feature extraction and classification of breast cancer on dynamic magnetic resonance imaging using artificial neural network. Cancer Lett 2001, 171(2):183-191. 10.1016/S0304-3835(01)00508-0, 11520602.
    • (2001) Cancer Lett , vol.171 , Issue.2 , pp. 183-191
    • Abdolmaleki, P.1    Buadu, L.D.2    Naderimansh, H.3
  • 43
    • 0032958860 scopus 로고    scopus 로고
    • Dynamic breast MR imaging: are signal intensity time course data useful for differential diagnosis of enhancing lesions?
    • 10.1148/radiology.211.1.r99ap38101, 10189459
    • Kuhl CK, Mielcareck P, Klaschik S, Leutner C, Wardelmann E, Gieseke J, Schild HH. Dynamic breast MR imaging: are signal intensity time course data useful for differential diagnosis of enhancing lesions?. Radiology 1999, 211(1):101-110. 10.1148/radiology.211.1.r99ap38101, 10189459.
    • (1999) Radiology , vol.211 , Issue.1 , pp. 101-110
    • Kuhl, C.K.1    Mielcareck, P.2    Klaschik, S.3    Leutner, C.4    Wardelmann, E.5    Gieseke, J.6    Schild, H.H.7
  • 44
    • 33746934134 scopus 로고    scopus 로고
    • Quantitative diffusion imaging in breast cancer: a clinical prospective study
    • 10.1002/jmri.20643, 16786565
    • Rubesova E, Grell AS, De Maertelaer V, Metens T, Chao SL, Lemort M. Quantitative diffusion imaging in breast cancer: a clinical prospective study. J Magn Reson Imaging 2006, 24(2):319-324. 10.1002/jmri.20643, 16786565.
    • (2006) J Magn Reson Imaging , vol.24 , Issue.2 , pp. 319-324
    • Rubesova, E.1    Grell, A.S.2    De Maertelaer, V.3    Metens, T.4    Chao, S.L.5    Lemort, M.6
  • 45
    • 34547922386 scopus 로고    scopus 로고
    • Diffusion weighted imaging in breast MRI: comparison of two different pulse sequences
    • 10.1016/j.acra.2007.06.006, 17707315
    • Wenkel E, Geppert C, Schulz-Wendtland R, Uder M, Kiefer B, Bautz W, Janka R. Diffusion weighted imaging in breast MRI: comparison of two different pulse sequences. Acad Radiol 2007, 14(9):1077-1083. 10.1016/j.acra.2007.06.006, 17707315.
    • (2007) Acad Radiol , vol.14 , Issue.9 , pp. 1077-1083
    • Wenkel, E.1    Geppert, C.2    Schulz-Wendtland, R.3    Uder, M.4    Kiefer, B.5    Bautz, W.6    Janka, R.7
  • 46
    • 79960542140 scopus 로고    scopus 로고
    • Breast MR with special focus on DW-MRI and DCE-MRI
    • 10.1102/1470-7330.2011.0014, 3205756, 21771711
    • Petralia G, Bonello L, Priolo F, Summers P, Bellomi M. Breast MR with special focus on DW-MRI and DCE-MRI. Cancer Imaging 2011, 11:76-90. 10.1102/1470-7330.2011.0014, 3205756, 21771711.
    • (2011) Cancer Imaging , vol.11 , pp. 76-90
    • Petralia, G.1    Bonello, L.2    Priolo, F.3    Summers, P.4    Bellomi, M.5
  • 49
    • 84899071680 scopus 로고    scopus 로고
    • Feature weight estimation for gene selection: a local hyperlinear learning approach
    • Cai H, Ruan P, Ng M, Akutsu T. Feature weight estimation for gene selection: a local hyperlinear learning approach. BMC Bioinforma 2014, 15(1):70.
    • (2014) BMC Bioinforma , vol.15 , Issue.1 , pp. 70
    • Cai, H.1    Ruan, P.2    Ng, M.3    Akutsu, T.4


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