{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T10:37:06Z","timestamp":1773225426971,"version":"3.50.1"},"reference-count":31,"publisher":"Public Library of Science (PLoS)","issue":"11","license":[{"start":{"date-parts":[[2014,11,25]],"date-time":"2014-11-25T00:00:00Z","timestamp":1416873600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"DOI":"10.1371\/journal.pone.0112709","type":"journal-article","created":{"date-parts":[[2014,11,25]],"date-time":"2014-11-25T18:57:50Z","timestamp":1416941870000},"page":"e112709","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":20,"title":["A Level Set Based Framework for Quantitative Evaluation of Breast Tissue Density from MRI Data"],"prefix":"10.1371","volume":"9","author":[{"given":"Tatyana","family":"Ivanovska","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ren\u00e9","family":"Laqua","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Volkmar","family":"Liebscher","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henry","family":"V\u00f6lzke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Katrin","family":"Hegenscheid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2014,11,25]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"1159","DOI":"10.1158\/1055-9965.EPI-06-0034","article-title":"Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis","volume":"15","author":"VA McCormack","year":"2006","journal-title":"Cancer Epidemiology Biomarkers & Prevention"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"1622","DOI":"10.1093\/jnci\/87.21.1622","article-title":"Mammographic features and breast cancer risk: effects with time, age, and menopause status","volume":"87","author":"C Byrne","year":"1995","journal-title":"Journal of the National Cancer Institute"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1056\/NEJMoa062790","article-title":"Mammographic density and the risk and detection of breast cancer","volume":"356","author":"NF Boyd","year":"2007","journal-title":"New England Journal of Medicine"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/BF00052183","article-title":"A nested case-control study of mammographic patterns, breast volume, and breast cancer (new york city, ny, united states)","volume":"6","author":"I Kato","year":"1995","journal-title":"Cancer Causes & Control"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"2833","DOI":"10.1002\/1097-0142(19910601)67:11<2833::AID-CNCR2820671121>3.0.CO;2-U","article-title":"Mammographic densities and risk of breast cancer","volume":"67","author":"AF Saftlas","year":"1991","journal-title":"Cancer"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1052","DOI":"10.1158\/1055-9965.EPI-04-0717","article-title":"Mammographic features and subsequent risk of breast cancer: a comparison of qualitative and quantitative evaluations in the guernsey prospective studies","volume":"14","author":"G Torres-Mej\u00eda","year":"2005","journal-title":"Cancer Epidemiology Biomarkers & Prevention"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1097\/00008469-200004000-00006","article-title":"Parity and mammographic breast density in relation to breast cancer risk: indication of interaction","volume":"9","author":"C Van Gils","year":"2000","journal-title":"European Journal of Cancer Prevention"},{"key":"ref8","first-page":"565","article-title":"Risk of subsequent breast cancer in relation to characteristics of screening mammograms from women less than 50 years of age","volume":"11","author":"DB Thomas","year":"2002","journal-title":"Cancer Epidemiology Biomarkers & Prevention"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"732","DOI":"10.1158\/1055-9965.EPI-05-0798","article-title":"A longitudinal investigation of mammographic density: the multiethnic cohort","volume":"15","author":"G Maskarinec","year":"2006","journal-title":"Cancer Epidemiology Biomarkers & Prevention"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"670","DOI":"10.1093\/jnci\/87.9.670","article-title":"Quantitative classification of mammographic densities and breast cancer risk: results from the canadian national breast screening study","volume":"87","author":"N Boyd","year":"1995","journal-title":"Journal of the National Cancer Institute"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1016\/j.ejrad.2006.08.033","article-title":"BIRADS classification in mammography","volume":"61","author":"C Balleyguier","year":"2007","journal-title":"European journal of radiology"},{"key":"ref12","unstructured":"Klifa C, Carballido-Gamio J, Wilmes L, Laprie A, Lobo C, <etal>et al<\/etal>. Quantification of breast tissue index from mr data using fuzzy clustering. In: Engineering in Medicine and Biology Society, 2004. IEMBS\u203204. 26th Annual International Conference of the IEEE. IEEE. 2004; volume 1, pp.1667\u20131670."},{"key":"ref13","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1118\/1.3519869","article-title":"A new bias field correction method combining n3 and fcm for improved segmentation of breast density on mria)","volume":"38","author":"M Lin","year":"2011","journal-title":"Medical physics"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"5253","DOI":"10.1118\/1.3002306","article-title":"Development of a quantitative method for analysis of breast density based on three-dimensional breast mri","volume":"35","author":"K Nie","year":"2008","journal-title":"Medical physics"},{"key":"ref15","doi-asserted-by":"crossref","unstructured":"Wang L, Platel B, Ivanovskaya T, Harz M, Hahn HK. Fully automatic breast segmentation in 3d breast mri. In: Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on. IEEE. 2012; pp.1024\u20131027.","DOI":"10.1109\/ISBI.2012.6235732"},{"key":"ref16","doi-asserted-by":"crossref","unstructured":"Gubern-M\u00e9rida A, Kallenberg M, Mann RM, Mart\u0131 R, Karrsemeijer N. Breast segmentation and density estimation in breast mri: A fully automatic framework. IEEE J of Biomedical and Health Informatics. 2014.","DOI":"10.1109\/JBHI.2014.2311163"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"5835","DOI":"10.1118\/1.4748504","article-title":"Automatic atlas-based segmentation of the breast in mri for 3d breast volume computation","volume":"39","author":"CG Ortiz","year":"2012","journal-title":"Medical physics"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"122302","DOI":"10.1118\/1.4829496","article-title":"Automated fibroglandular tissue segmentation and volumetric density estimation in breast mri using an atlas-aided fuzzy c-means method","volume":"40","author":"S Wu","year":"2013","journal-title":"Medical physics"},{"key":"ref19","doi-asserted-by":"crossref","unstructured":"Ivanovska T, Wang L, Laqua R, Hegenscheid K, Volzke H, <etal>et al<\/etal>. A fast global variational bias field correction method for mr images. In: Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on. IEEE. 2013; pp.667\u2013671.","DOI":"10.1109\/ISPA.2013.6703822"},{"key":"ref20","unstructured":"V\u00f6lzke H, Alte D, Schmidt CO, Radke D, Lorbeer R, <etal>et al<\/etal>. Cohort profile: the study of health in pomerania. International journal of epidemiology: 2010;dyp394."},{"key":"ref21","unstructured":"Hegenscheid K, K\u00fchn J, V\u00f6lzke H, Biffar R, Hosten N, <etal>et al<\/etal>. Whole-body magnetic resonance imaging of healthy volunteers: pilot study results from the population-based ship study. In: R\u00f6Fo-Fortschritte auf dem Gebiet der R\u00f6ntgenstrahlen und der bildgebenden Verfahren. \u00a9 Georg Thieme Verlag KG Stuttgart\u00b7 New York. 2009; volume 181, pp.748\u2013759."},{"key":"ref22","doi-asserted-by":"crossref","first-page":"929","DOI":"10.1148\/radiol.2443070266","article-title":"Effect of b1 inhomogeneity on breast mr imaging at 3.0 t","volume":"244","author":"CK Kuhl","year":"2007","journal-title":"Radiology"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1109\/TMI.2006.891486","article-title":"A review of methods for correction of intensity inhomogeneity in mri","volume":"26","author":"U Vovk","year":"2007","journal-title":"Medical Imaging, IEEE Transactions on"},{"key":"ref24","unstructured":"Soille P. Morphological image analysis: principles and applications. Springer-Verlag New York, Inc. 2003."},{"key":"ref25","unstructured":"Gonzales RC, Woods RE. Digital image processing, 2-nd edition. 2002."},{"key":"ref26","doi-asserted-by":"crossref","first-page":"297","DOI":"10.2307\/1932409","article-title":"Measures of the amount of ecologic association between species","volume":"26","author":"LR Dice","year":"1945","journal-title":"Ecology"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.compmedimag.2005.12.001","article-title":"A framework for evaluating image segmentation algorithms","volume":"30","author":"JK Udupa","year":"2006","journal-title":"Computerized Medical Imaging and Graphics"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/S0140-6736(86)90837-8","article-title":"Statistical methods for assessing agreement between two methods of clinical measurement","volume":"327","author":"JM Bland","year":"1986","journal-title":"The lancet"},{"key":"ref29","unstructured":"Montgomery DC, Peck EA, Vining GG. Introduction to linear regression analysis, volume 821. John Wiley &amp; Sons. 2012."},{"key":"ref30","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/MPUL.2011.942929","article-title":"Medical image analysis","volume":"2","author":"F Ritter","year":"2011","journal-title":"Pulse, IEEE"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1191\/096228099673819272","article-title":"Measuring agreement in method comparison studies","volume":"8","author":"JM Bland","year":"1999","journal-title":"Statistical methods in medical research"}],"container-title":["PLoS ONE"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pone.0112709","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T11:33:54Z","timestamp":1589024034000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0112709"}},"subtitle":[],"editor":[{"given":"Christof Markus","family":"Aegerter","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2014,11,25]]},"references-count":31,"journal-issue":{"issue":"11","published-online":{"date-parts":[[2014,11,25]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0112709","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,11,25]]}}}