TY - JOUR AU - Ferlay, J. AU - Shin, H. R. AU - Bray, F. AU - Forman, D. AU - Mathers, C. AU - Parkin, D. M. PY - 2010 DA - 2010// TI - Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008 JO - Int J Cancer VL - 127 UR - https://doi.org/10.1002/ijc.25516 DO - 10.1002/ijc.25516 ID - Ferlay2010 ER - TY - JOUR AU - Baum, M. PY - 1976 DA - 1976// TI - The curability of breast cancer JO - BMJ VL - 1 UR - https://doi.org/10.1136/bmj.1.6007.439 DO - 10.1136/bmj.1.6007.439 ID - Baum1976 ER - TY - JOUR AU - Pinker, K. AU - Bogner, W. AU - Baltzer, P. PY - 2014 DA - 2014// TI - Improved differentiation of benign and malignant breast tumors with multiparametric 18fluorodeoxyglucose positron emission tomography magnetic resonance imaging: a feasibility study JO - Clin Cancer Res VL - 20 UR - https://doi.org/10.1158/1078-0432.CCR-13-2810 DO - 10.1158/1078-0432.CCR-13-2810 ID - Pinker2014 ER - TY - JOUR AU - Ayer, T. AU - Ayvaci, M. U. AU - Liu, Z. X. AU - Alagoz, O. AU - Burnside, E. S. PY - 2010 DA - 2010// TI - Computer-aided diagnostic models in breast cancer screening JO - Imaging Med VL - 2 UR - https://doi.org/10.2217/iim.10.24 DO - 10.2217/iim.10.24 ID - Ayer2010 ER - TY - STD TI - Woods BJ (2008) Computer-aided detection of malignant lesions in dynamic contrast enhanced MRI breast and prostate cancer datasets. Dissertation, Ohio State University Available via http://rave.ohiolink.edu/etdc/view?acc_num=osu1218155270 UR - http://rave.ohiolink.edu/etdc/view?acc_num=osu1218155270 ID - ref5 ER - TY - JOUR AU - Doi, K. PY - 2007 DA - 2007// TI - Computer-aided diagnosis in medical imaging: historical review, current status and future potential JO - Comput Med Imaging Graph VL - 31 UR - https://doi.org/10.1016/j.compmedimag.2007.02.002 DO - 10.1016/j.compmedimag.2007.02.002 ID - Doi2007 ER - TY - STD TI - Vyborny CJ, Giger ML, Nishikawa RM (2000) Computer-aided detection and diagnosis of breast cancer. Radiol Clin North Am 38:725–740 ID - ref7 ER - TY - BOOK AU - Morris, E. AU - Comstock, C. AU - Lee, C. AU - Lehman, C. AU - Ikeda, D. AU - Newstead, G. PY - 2013 DA - 2013// TI - ACR BI-RADS® magnetic resonance imaging. ACR BI-RADS® Atlas, Breast Imaging Reporting and Data System Reston PB - American College of Radiology CY - VA, USA ID - Morris2013 ER - TY - STD TI - Stoutjesdijk MJ, Fütterer JJ, Boetes C, van Die LE, Jager G, Barentsz JO (2005) Variability in the description of morphologic and contrast enhancement characteristics of breast lesions on magnetic resonance imaging. Investig Radiol 40:355–362 ID - ref9 ER - TY - JOUR AU - Breiman, L. PY - 2001 DA - 2001// TI - Random forests JO - Mach Learn VL - 45 UR - https://doi.org/10.1023/A:1010933404324 DO - 10.1023/A:1010933404324 ID - Breiman2001 ER - TY - STD TI - Pinker K, Grabner G, Bogner W et al (2009) A combined high temporal and high spatial resolution 3 Tesla MR imaging protocol for the assessment of breast lesions: initial results. Invest Radiol 44:553–558 ID - ref11 ER - TY - JOUR AU - Bogner, W. AU - Pinker-Domenig, K. AU - Bickel, H. PY - 2012 DA - 2012// TI - Readout-segmented echo-planar imaging improves the diagnostic performance of diffusion-weighted MR breast examinations at 3.0 T JO - Radiology VL - 263 UR - https://doi.org/10.1148/radiol.12111494 DO - 10.1148/radiol.12111494 ID - Bogner2012 ER - TY - STD TI - Avants BB, Tustison NJ, Song G, Cook PA, Klein A, Gee JC (2011) A reproducible evaluation of ANTs similarity metric performance in brain image registration. Neuroimage 54:2033–2044 ID - ref13 ER - TY - JOUR AU - Somer, E. J. AU - Benatar, N. A. AU - O'Doherty, M. J. AU - Smith, M. A. AU - Marsden, P. K. PY - 2007 DA - 2007// TI - Use of the CT component of PET-CT to improve PET-MR registration: demonstration in soft-tissue sarcoma JO - Phys Med Biol VL - 52 UR - https://doi.org/10.1088/0031-9155/52/23/015 DO - 10.1088/0031-9155/52/23/015 ID - Somer2007 ER - TY - JOUR AU - Adams, R. AU - Bischof, L. PY - 1994 DA - 1994// TI - Seeded region growing JO - IEEE Trans Pattern Anal Mach Intell VL - 16 UR - https://doi.org/10.1109/34.295913 DO - 10.1109/34.295913 ID - Adams1994 ER - TY - JOUR AU - Chen, W. AU - Giger, M. L. AU - Bick, U. AU - Newstead, G. M. PY - 2006 DA - 2006// TI - Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI JO - Med Phys VL - 33 UR - https://doi.org/10.1118/1.2210568 DO - 10.1118/1.2210568 ID - Chen2006 ER - TY - JOUR AU - Haralick, R. M. PY - 1979 DA - 1979// TI - Statistical and structural approaches to texture JO - Proc IEEE VL - 67 UR - https://doi.org/10.1109/PROC.1979.11328 DO - 10.1109/PROC.1979.11328 ID - Haralick1979 ER - TY - JOUR AU - Chen, W. AU - Giger, M. L. AU - Li, H. AU - Bick, U. AU - Newstead, G. M. PY - 2007 DA - 2007// TI - Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images JO - Magn Reson Med VL - 58 UR - https://doi.org/10.1002/mrm.21347 DO - 10.1002/mrm.21347 ID - Chen2007 ER - TY - JOUR AU - Agner, S. C. AU - Soman, S. AU - Libfeld, E. PY - 2011 DA - 2011// TI - Textural kinetics: a novel dynamic contrast-enhanced (DCE)-MRI feature for breast lesion classification JO - J Digit Imaging VL - 24 UR - https://doi.org/10.1007/s10278-010-9298-1 DO - 10.1007/s10278-010-9298-1 ID - Agner2011 ER - TY - JOUR AU - Woods, B. J. AU - Clymer, B. D. AU - Kurc, T. PY - 2007 DA - 2007// TI - Malignant-lesion segmentation using 4D co-occurrence texture analysis applied to dynamic contrast-enhanced magnetic resonance breast image data JO - J Magn Reson Imaging VL - 25 UR - https://doi.org/10.1002/jmri.20837 DO - 10.1002/jmri.20837 ID - Woods2007 ER - TY - JOUR AU - Nie, K. AU - Chen, J. H. AU - Yu, H. J. AU - Chu, Y. AU - Nalcioglu, O. AU - Su, M. Y. PY - 2008 DA - 2008// TI - Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI JO - Acad Radiol VL - 15 UR - https://doi.org/10.1016/j.acra.2008.06.005 DO - 10.1016/j.acra.2008.06.005 ID - Nie2008 ER - TY - JOUR AU - Gilhuijs, K. G. AU - Giger, M. L. AU - Bick, U. PY - 1998 DA - 1998// TI - Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging JO - Med Phys VL - 25 UR - https://doi.org/10.1118/1.598345 DO - 10.1118/1.598345 ID - Gilhuijs1998 ER - TY - STD TI - Dice LR (1945) Measures of the amount of ecologic association between species. Ecology 26:297–302 ID - ref23 ER - TY - JOUR AU - Peng, H. AU - Long, F. AU - Ding, C. PY - 2005 DA - 2005// TI - Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy JO - IEEE Trans Pattern Anal Mach Intell VL - 27 UR - https://doi.org/10.1109/TPAMI.2005.159 DO - 10.1109/TPAMI.2005.159 ID - Peng2005 ER - TY - JOUR AU - Menze, B. H. AU - Kelm, B. M. AU - Masuch, R. PY - 2009 DA - 2009// TI - A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data JO - BMC Bioinformatics VL - 10 UR - https://doi.org/10.1186/1471-2105-10-213 DO - 10.1186/1471-2105-10-213 ID - Menze2009 ER - TY - STD TI - Pinker K, Bogner W, Baltzer P et al (2014) Improved diagnostic accuracy with multiparametric magnetic resonance imaging of the breast using dynamic contrast-enhanced magnetic resonance imaging, diffusion-weighted imaging, and 3-dimensional proton magnetic resonance spectroscopic imaging. Invest Radiol 49:421–430 ID - ref26 ER - TY - JOUR AU - Oliver, A. AU - Freixenet, J. AU - Marti, J. PY - 2010 DA - 2010// TI - A review of automatic mass detection and segmentation in mammographic images JO - Med Image Anal VL - 14 UR - https://doi.org/10.1016/j.media.2009.12.005 DO - 10.1016/j.media.2009.12.005 ID - Oliver2010 ER - TY - STD TI - Elter M, Horsch A (2009) CADx of mammographic masses and clustered microcalcifications: a review. Med Phys 36:2052–2068 ID - ref28 ER - TY - JOUR AU - Chen, W. AU - Giger, M. L. AU - Bick, U. PY - 2006 DA - 2006// TI - A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images JO - Acad Radiol VL - 13 UR - https://doi.org/10.1016/j.acra.2005.08.035 DO - 10.1016/j.acra.2005.08.035 ID - Chen2006 ER - TY - JOUR AU - Wu, Q. AU - Salganicoff, M. AU - Krishnan, A. AU - Fussell, D. S. AU - Markey, M. K. PY - 2006 DA - 2006// TI - Interactive lesion segmentation on dynamic contrast enhanced breast MRI using a Markov model JO - Proc SPIE VL - 6144 UR - https://doi.org/10.1117/12.654308 DO - 10.1117/12.654308 ID - Wu2006 ER - TY - JOUR AU - Zheng, Y. AU - Englander, S. AU - Baloch, S. PY - 2009 DA - 2009// TI - STEP: spatiotemporal enhancement pattern for MR-based breast tumor diagnosis JO - Med Phys VL - 36 UR - https://doi.org/10.1118/1.3151811 DO - 10.1118/1.3151811 ID - Zheng2009 ER - TY - JOUR AU - Agner, S. C. AU - Xu, J. AU - Madabhushi, A. PY - 2013 DA - 2013// TI - Spectral embedding based active contour (SEAC) for lesion segmentation on breast dynamic contrast enhanced magnetic resonance imaging JO - Med Phys VL - 40 UR - https://doi.org/10.1118/1.4790466 DO - 10.1118/1.4790466 ID - Agner2013 ER - TY - JOUR AU - Twellmann, T. AU - Lichte, O. AU - Nattkemper, T. W. PY - 2005 DA - 2005// TI - An adaptive tissue characterization network for model-free visualization of dynamic contrast-enhanced magnetic resonance image data JO - IEEE Trans Med Imaging VL - 24 UR - https://doi.org/10.1109/TMI.2005.854517 DO - 10.1109/TMI.2005.854517 ID - Twellmann2005 ER - TY - JOUR AU - Vignati, A. AU - Giannini, V. AU - Luca, M. PY - 2011 DA - 2011// TI - Performance of a fully automatic lesion detection system for breast DCE-MRI JO - J Magn Reson Imaging VL - 34 UR - https://doi.org/10.1002/jmri.22680 DO - 10.1002/jmri.22680 ID - Vignati2011 ER - TY - JOUR AU - Yao, J. AU - Chen, J. AU - Chow, C. PY - 2009 DA - 2009// TI - Breast tumor analysis in dynamic contrast-enhanced MRI using texture features and wavelet transform JO - IEEE J Sel Top Signal Process VL - 3 UR - https://doi.org/10.1109/JSTSP.2008.2011110 DO - 10.1109/JSTSP.2008.2011110 ID - Yao2009 ER - TY - STD TI - Gubern-Mérida A, Martí R, Melendez J et al (2015) Automated localization of breast cancer in DCE-MRI. Med Image Anal 20:265–274 ID - ref36 ER - TY - STD TI - Han D, Bayouth J, Song Q et al (2011) Globally optimal tumor segmentation in PET-CT images: a graph-based co-segmentation method. In: Székely G, Hahn HK (eds) Information Processing in Medical Imaging. IPMI 2011. Lecture Notes in Computer Science, vol 6801. Springer, Berlin, Heidelberg, pp 245–256 ID - ref37 ER - TY - JOUR AU - Meinel, L. A. AU - Stolpen, A. H. AU - Berbaum, K. S. AU - Fajardo, L. L. AU - Reinhardt, J. M. PY - 2007 DA - 2007// TI - Breast MRI lesion classification: improved performance of human readers with a backpropagation neural network computer-aided diagnosis (CAD) system JO - J Magn Reson Imaging VL - 25 UR - https://doi.org/10.1002/jmri.20794 DO - 10.1002/jmri.20794 ID - Meinel2007 ER - TY - JOUR AU - Gibbs, P. AU - Turnbull, L. W. PY - 2003 DA - 2003// TI - Textural analysis of contrast-enhanced MR images of the breast JO - Magn Reson Med VL - 50 UR - https://doi.org/10.1002/mrm.10496 DO - 10.1002/mrm.10496 ID - Gibbs2003 ER - TY - JOUR AU - Levman, J. AU - Leung, T. AU - Causer, P. AU - Plewes, D. AU - Martel, A. L. PY - 2008 DA - 2008// TI - Classification of dynamic contrast-enhanced magnetic resonance breast lesions by support vector machines JO - IEEE Trans Med Imaging VL - 27 UR - https://doi.org/10.1109/TMI.2008.916959 DO - 10.1109/TMI.2008.916959 ID - Levman2008 ER - TY - STD TI - Szabó BK, Wiberg MK, Boné B, Aspelin P (2004) Application of artificial neural networks to the analysis of dynamic MR imaging features of the breast. Eur Radiol 14:1217–1225 ID - ref41 ER - TY - JOUR AU - McLaren, C. E. AU - Chen, W. P. AU - Nie, K. AU - Su, M. Y. PY - 2009 DA - 2009// TI - Prediction of malignant breast lesions from MRI features: a comparison of artificial neural network and logistic regression techniques JO - Acad Radiol VL - 16 UR - https://doi.org/10.1016/j.acra.2009.01.029 DO - 10.1016/j.acra.2009.01.029 ID - McLaren2009 ER - TY - JOUR AU - Chen, W. AU - Giger, M. L. AU - Newstead, G. M. PY - 2010 DA - 2010// TI - Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers JO - Acad Radiol VL - 17 UR - https://doi.org/10.1016/j.acra.2010.03.007 DO - 10.1016/j.acra.2010.03.007 ID - Chen2010 ER - TY - JOUR AU - Magometschnigg, H. F. AU - Baltzer, P. A. AU - Fueger, B. PY - 2015 DA - 2015// TI - Diagnostic accuracy of 18F-FDG PET/CT compared with that of contrast-enhanced MRI of the breast at 3 T JO - Eur J Nucl Med Mol Imaging VL - 42 UR - https://doi.org/10.1007/s00259-015-3099-1 DO - 10.1007/s00259-015-3099-1 ID - Magometschnigg2015 ER - TY - JOUR AU - Pinker-Domenig, K. AU - Bogner, W. AU - Gruber, S. PY - 2012 DA - 2012// TI - High resolution MRI of the breast at 3 T: which BI-RADS® descriptors are most strongly associated with the diagnosis of breast cancer JO - Eur Radiol VL - 22 UR - https://doi.org/10.1007/s00330-011-2256-6 DO - 10.1007/s00330-011-2256-6 ID - Pinker-Domenig2012 ER -