Computerized image analysis: Estimation of breast density on mammograms
dc.contributor.author | Zhou, Chuan | |
dc.contributor.author | Chan, Heang‐ping | |
dc.contributor.author | Petrick, Nicholas | |
dc.contributor.author | Helvie, Mark A. | |
dc.contributor.author | Goodsitt, Mitchell M. | |
dc.contributor.author | Sahiner, Berkman | |
dc.contributor.author | Hadjiiski, Lubomir M. | |
dc.date.accessioned | 2017-01-06T20:47:23Z | |
dc.date.available | 2017-01-06T20:47:23Z | |
dc.date.issued | 2001-06 | |
dc.identifier.citation | Zhou, Chuan; Chan, Heang‐ping ; Petrick, Nicholas; Helvie, Mark A.; Goodsitt, Mitchell M.; Sahiner, Berkman; Hadjiiski, Lubomir M. (2001). "Computerized image analysis: Estimation of breast density on mammograms." Medical Physics 28(6): 1056-1069. | |
dc.identifier.issn | 0094-2405 | |
dc.identifier.issn | 2473-4209 | |
dc.identifier.uri | https://hdl.handle.net/2027.42/134888 | |
dc.publisher | Wiley Periodicals, Inc. | |
dc.publisher | American Association of Physicists in Medicine | |
dc.subject.other | mammography | |
dc.subject.other | breast cancer risk | |
dc.subject.other | breast density | |
dc.subject.other | computerâ aided diagnosis | |
dc.subject.other | Physicists | |
dc.subject.other | Medical image segmentation | |
dc.subject.other | Statistical properties | |
dc.subject.other | Machine vision | |
dc.subject.other | Image analysis | |
dc.subject.other | Tissues | |
dc.subject.other | Radiologists | |
dc.subject.other | Medical imaging | |
dc.subject.other | Mammography | |
dc.subject.other | computer vision | |
dc.subject.other | cancer | |
dc.subject.other | medical expert systems | |
dc.subject.other | image classification | |
dc.subject.other | image segmentation | |
dc.subject.other | medical image processing | |
dc.subject.other | mammography | |
dc.subject.other | Pattern recognition | |
dc.subject.other | Digital radiography | |
dc.subject.other | Mammography | |
dc.subject.other | thresholding | |
dc.subject.other | image segmentation | |
dc.title | Computerized image analysis: Estimation of breast density on mammograms | |
dc.type | Article | en_US |
dc.rights.robots | IndexNoFollow | |
dc.subject.hlbsecondlevel | Medicine (General) | |
dc.subject.hlbtoplevel | Health Sciences | |
dc.description.peerreviewed | Peer Reviewed | |
dc.contributor.affiliationum | Department of Radiology, The University of Michigan, Ann Arbor, Michigan 48109â 0030 | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/134888/1/mp6640.pdf | |
dc.identifier.doi | 10.1118/1.1376640 | |
dc.identifier.source | Medical Physics | |
dc.identifier.citedreference | A. F. Saftlas and M. Szklo, â Mammographic parenchymal patterns and breast cancer risk,â Epidemiol. Rev. 9, 146 â 174 ( 1987 ). | |
dc.identifier.citedreference | N. F. Boyd et al., â Mammographic patterns and breast cancer risk: methodologic standards and contradictory results,â J. Natl. Cancer Inst. JNCIEQ --> 72, 1253 â 1259 ( 1984 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | J. N. Wolfe, A. F. Saftlas, and M. Salene, â Evaluation of mammographic densities: A caseâ control study,â Am. J. Roentgenol. AAJRDX --> 148, 1087 â 1092 ( 1987 ). AAJRDX --> 0361â 803X | |
dc.identifier.citedreference | J. N. Wolfe, â Breast patterns as an index of risk for developing breast cancer,â Am. J. Roentgenol. AAJRDX --> 126, 1130 â 1139 ( 1976 ). AAJRDX --> 0361â 803X | |
dc.identifier.citedreference | S. H. Landis, T. Murray, S. Bolden, and P. A. Wingo, â Cancer statistics, 1998,â Caâ Cancer J. Clin. CAMCAM --> 48, 6 â 29 ( 1998 ). CAMCAM --> 0007â 9235 | |
dc.identifier.citedreference | K. E. Martin, M. A. Helvie, C. Zhou, M. A. Roubidoux, J. Bailey, P. C., C. Blane, K. Klein, S. Sonnad, and H. P. Chan, â Mammographic density measured by an automatic computerâ aided quantitative method: a feasibility study,â Am. J. Roemtgend. (submitted). | |
dc.identifier.citedreference | J. N. Kapur, â Twentyâ five years of maximumâ entropy principle,â J. Math. Phys. JMAPAQ --> 17, 103 â 156 ( 1983 ). JMAPAQ --> 0022â 2488 | |
dc.identifier.citedreference | A. K. C. Wong, â A grayâ level threshold selection method based on maximum entropy principle,â IEEE Trans. Syst. Man Cybern. ISYMAW --> 19, 866 â 871 ( 1989 ). ISYMAW --> | |
dc.identifier.citedreference | N. Otsu, â A threshold selection method from grayâ level histograms,â IEEE Trans. Syst. Man Cybern. ISYMAW --> 9, 62 â 66 ( 1979 ). ISYMAW --> | |
dc.identifier.citedreference | M. M. Goodsitt, H. P. Chan, B. Liu, A. R. Morton, S. V. Guru, S. Keshavmurthy, and N. Petrick, â Classification of compressed breast shape for the design of equalization filters in mammography,â Med. Phys. MPHYA6 --> 25, 937 â 948 ( 1998 ). MPHYA6 --> 0094â 2405 | |
dc.identifier.citedreference | A. R. Morton, H. P. Chan, and M. M. Goodsitt, â Automated modelâ guided breast segmentation algorithm,â Med. Phys. MPHYA6 --> 23, 1107 â 1108 ( 1996 ). MPHYA6 --> 0094â 2405 | |
dc.identifier.citedreference | K. E. Martin, M. A. Helvie, C. Zhou, M. A. Roubidoux, J. E. Baily, C. Paramagul, and H. P. Chan, â Automatic computerâ aided quantitative assessment of mammographic density: A validation study,â 100th Annual Meeting of American Roentgen Ray Society, Washington, DC, 7â 12 May 2000. | |
dc.identifier.citedreference | C. Zhou, H. P. Chan, N. Petrick, B. Sahiner, H. M. A, M. A. Roubidoux, L. M. Hadjiiski, and M. M. Goodsitt, â Computerized image analysis: Estimation of breast density on mammograms,â Proc. SPIE PSISDG --> 3979, 1615 â 1624 ( 2000 ). PSISDG --> 0277â 786X | |
dc.identifier.citedreference | E. White, P. Velentgas, M. T. Mandelson, C. D. Lehman, J. G. Elmore, P. Porter, Y. Yasui, and S. H. Taplin, â Variation in mammographic breast density by time in menstrual cycle among women aged 40â 49 years,â J. Natl. Cancer Inst. JNCIEQ --> 90, 906 â 910 ( 1998 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | American College of Radiology. Breast Imagingâ Reporting and Data System (BIâ RADS), 3rd ed. (American College of Radiology, Reston, VA, 1998). | |
dc.identifier.citedreference | J. M. Boone, K. K. Lindfors, C. S. Veatty, and J. A. Seibert, â A breast density index for digital mammograms based on radiologists’ ranking,â J. Digital Imaging 11, 101 â 115 ( 1998 ). 0897â 1889 | |
dc.identifier.citedreference | M. J. Yaffe, N. F. Boyd, J. W. Byng, R. A. Jong, R. Fishell, G. A. Lockwood, L. E. Little, and D. L. Tritchler, â Breast cancer risk and measured mammographic density,â Eur. J. Cancer Prev. 7, S47 â S55 ( 1998 ). 0959â 8278 | |
dc.identifier.citedreference | S. J. Graham, M. J. Bronskill, J. W. Byng, M. J. Yaffe, and N. F. Boyd, â Quantitative correlation of breast tissue parameters using magnetic resonance and xâ ray mammography,â Br. J. Cancer BJCAAI --> 73, 162 â 168 ( 1996 ). BJCAAI --> 0007â 0920 | |
dc.identifier.citedreference | J. W. Byng, N. F. Boyd, E. Fishell, R. A. Jong, and M. J. Yaffe, â Automated analysis of mammographic densities,â Phys. Med. Biol. PHMBA7 --> 41, 909 â 923 ( 1996 ). PHMBA7 --> 0031â 9155 | |
dc.identifier.citedreference | C. Byne, C. Schairer, J. N. Wolfe, N. Parekh, M. Salane, L. A. Brinton, R. Hoover, and R. Haile, â Mammographic features and breast cancer risk: Effects with time, age, and menopause status,â J. Natl. Cancer Inst. JNCIEQ --> 87, 1622 â 1629 ( 1995 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | D. V. Spicer, G. Ursin, Y. R. Parisky, J. G. Pearce, D. Shoupe, A. Pike, and M. C. Pike, â Changes in mammographic densities induced by a hormonal contraceptive designed to reduce breast cancer risk,â J. Natl. Cancer Inst. JNCIEQ --> 86, 431 â 436 ( 1994 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | N. F. Boyd, C. Greenberg, G. Lockwood, L. Little, L. Martin, J. Byng, Y. Martin, and D. Tritchler, â Effects at two years of a lowâ fat, highcarbohydrate diet on radiologic features of the breast: Results from a randomized trial,â J. Natl. Cancer Inst. JNCIEQ --> 89, 488 â 467 ( 1997 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | W. Leung, F. Goldberg, B. Zee, and E. Sterns, â Mammographic density in women on postmenopausal hormone replacement therapy,â Surgery (St. Louis) SURGAZ --> 122, 669 â 674 ( 1997 ). SURGAZ --> 0039â 6060 | |
dc.identifier.citedreference | C. Byne, â Studying mammographic density: Implications for understanding breast cancer,â J. Natl. Cancer Inst. JNCIEQ --> 89, 531 â 532 ( 1997 ). JNCIEQ --> 0027â 8874 | |
dc.identifier.citedreference | A. M. Oza and N. F. Boyd, â Mammographic parenchymal patterns: A marker of breast cancer risk,â Epidemiol. Rev. 15, 196 â 208 ( 1993 ). | |
dc.identifier.citedreference | A. F. Saftlas, R. N. Hoover, L. A. Brinton, M. Szklo, D. R. Olson, M. Salane, and J. N. Wolfe, â Mammographic densities and risk of breast cancer,â Cancer (N.Y.) CANCAR --> 67, 2833 â 2838 ( 1991 ). CANCAR --> | |
dc.identifier.citedreference | J. Brisson, R. Verreault, A. S. Morrison, D. Tennina, and F. Meyer, â Diet, mammographic features of breast tissue, and breast cancer risk,â Am. J. Epidemiol. AJEPAS --> 130, 14 â 24 ( 1989 ). AJEPAS --> 0002â 9262 | |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
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