{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T12:54:51Z","timestamp":1773406491927,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2007,2,22]],"date-time":"2007-02-22T00:00:00Z","timestamp":1172102400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2007,2,22]],"date-time":"2007-02-22T00:00:00Z","timestamp":1172102400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Digit Imaging"],"published-print":{"date-parts":[[2007,6]]},"DOI":"10.1007\/s10278-007-9004-0","type":"journal-article","created":{"date-parts":[[2007,2,21]],"date-time":"2007-02-21T18:40:32Z","timestamp":1172083232000},"page":"172-190","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":61,"title":["Content-based Retrieval of Mammograms Using Visual Features Related to Breast Density Patterns"],"prefix":"10.1007","volume":"20","author":[{"given":"S\u00e9rgio Koodi","family":"Kinoshita","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo Mazzoncini","family":"de Azevedo-Marques","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"suffix":"Jr","given":"Roberto Rodrigues","family":"Pereira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jo\u015be Ant\u00f4nio Heisinger","family":"Rodrigues","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rangaraj Mandayam","family":"Rangayyan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2007,2,22]]},"reference":[{"key":"9004_CR1","doi-asserted-by":"publisher","first-page":"2486","DOI":"10.1002\/1097-0142(197605)37:5<2486::AID-CNCR2820370542>3.0.CO;2-8","volume":"37","author":"JN Wolfe","year":"1976","unstructured":"Wolfe JN: Risk for breast cancer development determined by mammographic parenchymal pattern. Cancer 37:2486-2492, 1976","journal-title":"Cancer"},{"key":"9004_CR2","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1093\/jnci\/87.9.670","volume":"87","author":"NF Boyd","year":"1995","unstructured":"Boyd NF, Byng JW, Long RA, Fishell EK, Little LE, Miller AB, Lockwood GA, Tritchler DL, Yaffe MJ: Quantitative classification of mammographic densities and breast cancer risk: results from the Canadian National Breast Screening study. J Natl Cancer Inst 87:670-675, 1995","journal-title":"J Natl Cancer Inst"},{"key":"9004_CR3","volume-title":"Breast Imaging Reporting and Data system","author":"American College of Radiology","year":"1992","unstructured":"American College of Radiology\u2014Breast Imaging Reporting and Data system, 3rd edition. Reston, VA: American College of Radiology, 1992","edition":"3"},{"issue":"6","key":"9004_CR4","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1118\/1.1376640","volume":"28","author":"C Zhou","year":"2001","unstructured":"Zhou C, Chan H-P, Petrick N, Helvie MA, Goodsit MM, Sahiner B, Hadjiiski LM: Computerized image analysis: Estimation of breast density on mammograms. Med Phys 28(6):1056\u20131069, 2001","journal-title":"Med Phys"},{"key":"9004_CR5","first-page":"11","volume-title":"Computer-Aided Diagnosis in Medical imaging","author":"K Doi","year":"1999","unstructured":"Doi K: Computer-aided diagnosis and its potential impact on diagnostic radiology. In: Doi K, MacMahon H, Giger ML, Hoffmann KR Eds. Computer-Aided Diagnosis in Medical imaging. Amsterdam, The Netherlands: Elsevier Science, 1999. pp 11\u201320"},{"key":"9004_CR6","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1109\/76.718510","volume":"8","author":"Y Rui","year":"1998","unstructured":"Rui Y, Huang TS, Ortega M, Mehrotra S: Relevance feedback: a power tool for interactive content-based image retrieval. IEEE Trans Circuits Syst Video Technol 8:644\u2013655, 1998","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"10","key":"9004_CR7","doi-asserted-by":"publisher","first-page":"2584","DOI":"10.1118\/1.1605351","volume":"30","author":"Q Li","year":"2003","unstructured":"Li Q, Li F, Shiraishi J, Katsuragawa S, Sone S, Doi K: Investigation of new psychophysical measures for evaluation of similar images on thoracic computed tomography for distinction between benign and malignant nodules. Med Phys 30(10):2584\u20132593, 2003","journal-title":"Med Phys"},{"issue":"2","key":"9004_CR8","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1590\/S0100-39842002000200009","volume":"35","author":"PM Azevedo-Marques","year":"2002","unstructured":"Azevedo-Marques PM, Honda MH, Rodrigues JAH, Santos RR, Traina AJM, Traina JR, Bueno JM: Recupera\u00e7\u00e3o de imagem baseada em conte\u00fado: uso de atributos de textura para caracteriza\u00e7\u00e3o de microcalcifica\u00e7\u00f5es mamogr\u00e1ficas. Radiol Bras 35(2):93\u201398, 2002","journal-title":"Radiol Bras"},{"issue":"2","key":"9004_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1117\/1.1902996","volume":"14","author":"H Alto","year":"2005","unstructured":"Alto H, Rangayyan RM, Desautels JEL: Content-based retrieval and analysis of mammographic masses. J Electron Imaging 14(2):Article 023016:1\u201317, 2005","journal-title":"J Electron Imaging"},{"key":"9004_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijmedinf.2003.11.024","volume":"73","author":"H M\u00fcller","year":"2004","unstructured":"M\u00fcller H, Michoux N, Bandond D, Geissbuhler A: A review of content-based image retrieval systems in medical applications-clinical benefits and future directions. Int J Med Informatics 73:1\u201323, 2004","journal-title":"Int J Med Informatics"},{"issue":"10","key":"9004_CR11","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.1109\/TMI.2004.834601","volume":"23","author":"I El-Naqa","year":"2004","unstructured":"El-Naqa I, Yang Y, Galatsanos NP, Nishikawa RM, Wernick MN: A similarity learning approach to content-based image retrieval application to digital mammography. IEEE Trans Med Imag 23(10):1233\u20131244, 2004","journal-title":"IEEE Trans Med Imag"},{"key":"9004_CR12","doi-asserted-by":"publisher","first-page":"2295","DOI":"10.1118\/1.1944913","volume":"32","author":"C Muramatsu","year":"2005","unstructured":"Muramatsu C, Li Q, Suzuki K, Schmidt RA, Shiraishi J, Newstead GM, Doi K: Investigation of psychophysical measure for evaluation of similar images for mammographic masses: Preliminary results. Med Phys 32:2295\u20132304, 2005","journal-title":"Med Phys"},{"key":"9004_CR13","doi-asserted-by":"publisher","first-page":"988","DOI":"10.1117\/12.237907","volume":"2710","author":"EY Tao","year":"1996","unstructured":"Tao EY, Sklansky J: Analysis of mammograms aided by database of images of calcifications and textures. Proc SPIE 2710:988\u2013995, 1996","journal-title":"Proc SPIE"},{"key":"9004_CR14","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1117\/12.435467","volume":"4323","author":"CJ Ornes","year":"2001","unstructured":"Ornes CJ, Valentino DJ, Yoon H-J, Eisenman JI, Sklansky J: Search engine for remote database-aided interpretation of digitized mammograms. Proc SPIE 4323:132\u2013137, 2001","journal-title":"Proc SPIE"},{"key":"9004_CR15","doi-asserted-by":"crossref","unstructured":"El-Naqa I, Yang Y, Galatsanos NP, Wernick MN: Content-based image retrieval for digital mammography. Proceedings of the International Conference on Image Processing, Rochester, New York, USA (3):141\u2013144, 2002","DOI":"10.1109\/ICIP.2002.1038924"},{"key":"9004_CR16","doi-asserted-by":"crossref","unstructured":"Nakagawa T, Hara T, Fujita H, Iwase T, Endo T: Image retrieval system of mammographic masses by using local pattern technique. Proceedings of the International Workshop on Digital Mammography\u2014IWDM2002. Bremen, Germany, 2002, pp 562\u2013565","DOI":"10.1007\/978-3-642-59327-7_132"},{"key":"9004_CR17","doi-asserted-by":"crossref","unstructured":"Nakagawa T, Hara T, Fujita H, Iwase T, Endo T: Development of a computer-aided sketch system for mammograms. Proceedings of the International Workshop on Digital Mammography\u2014IWDM2002. Bremen, Germany, 2002, pp 581\u2013583","DOI":"10.1007\/978-3-642-59327-7_137"},{"issue":"9","key":"9004_CR18","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T Kohonen","year":"1990","unstructured":"Kohonen T: The self-organizing map. Proc IEEE 78(9):1464\u20131480, 1990","journal-title":"Proc IEEE"},{"issue":"13\u201314","key":"9004_CR19","doi-asserted-by":"publisher","first-page":"1199","DOI":"10.1016\/S0167-8655(00)00082-9","volume":"21","author":"J Laaksonen","year":"2000","unstructured":"Laaksonen J, Koskela M, Laakso S, Oja E: PicSOM\u2014content-based image retrieval with self-organizing maps. Pattern Recogn Lett 21(13\u201314):1199\u20131207, 2000","journal-title":"Pattern Recogn Lett"},{"issue":"7","key":"9004_CR20","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1109\/34.56205","volume":"12","author":"P Perona","year":"1990","unstructured":"Perona P, Malik J: Scale-space and edge detection using anisotropic diffusion. IEEE Trans Pattern Anal Mach Intell 12(7):629\u2013639, 1990","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9004_CR21","unstructured":"Kinoshita SK, Pereira RR, Honda MO, Rodrigues JAH, Azevedo-Marques PM: Segmentation of the breast region from noisy mammograms and automatically locating the nipple and pectoral muscle region. Proceedings of the International Workshop on Digital Mammography\u2014IWDM2004, Durham, NC, 2004, pp 629\u2013634"},{"key":"9004_CR22","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/0734-189X(88)90022-9","volume":"41","author":"PK Sahoo","year":"1988","unstructured":"Sahoo PK, Soltani S, Wong AKC, Chen YC: A survey of thresholding techniques. Comput Vis Graph Image Process 41:233\u2013260, 1988","journal-title":"Comput Vis Graph Image Process"},{"key":"9004_CR23","doi-asserted-by":"crossref","first-page":"630","DOI":"10.1109\/TSMC.1978.4310039","volume":"8","author":"T Ridler","year":"1978","unstructured":"Ridler T, Carvard S: Picture thresholding using an iterative selection method. IEEE Trans Syst Man Cybern 8:630\u2013632, 1978","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"9004_CR24","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1109\/TSMC.1984.6313341","volume":"14","author":"SS Reddi","year":"1984","unstructured":"Reddi SS, Rudin SF, Keshavan HR: An optimal multiple threshold scheme for image segmentation. IEEE Trans Syst Man Cybern 14:661\u2013665, 1984","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"6","key":"9004_CR25","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1109\/TPAMI.1986.4767851","volume":"8","author":"J Canny","year":"1986","unstructured":"Canny J: A computational approach to edge detection. IEEE Trans Pattern Anal Mach Intell 8(6):679\u2013698, 1986","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9004_CR26","first-page":"3","volume":"78","author":"RM Rangayyan","year":"1998","unstructured":"Rangayyan RM, Rolston WA: Directional image analysis with the Hough and Radon transforms. J Indian Inst Sci 78:3\u201316, 1998","journal-title":"J Indian Inst Sci"},{"issue":"10","key":"9004_CR27","doi-asserted-by":"publisher","first-page":"1181","DOI":"10.1016\/0031-3203(92)90020-J","volume":"25","author":"ER Dougherty","year":"1992","unstructured":"Dougherty ER, Newell JT, Pelz JB: Morphological texture-maximum-likelihood pixel classification based on local granulometric moments. Pattern Recogn 25(10):1181\u20131198, 1992","journal-title":"Pattern Recogn"},{"key":"9004_CR28","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"RM Haralick","year":"1973","unstructured":"Haralick RM, Shanmugan K, Dinstein I: Texture features for image classification. IEEE Trans Syst Man Cybern 3:610\u2013621, 1973","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"2","key":"9004_CR29","first-page":"170","volume":"8","author":"MK Hu","year":"1962","unstructured":"Hu MK: Visual pattern recognition by moment invariants. IRE Trans Inf Theory 8(2):170\u2013187, 1962","journal-title":"IRE Trans Inf Theory"}],"container-title":["Journal of Digital Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-007-9004-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10278-007-9004-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-007-9004-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-007-9004-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,14]],"date-time":"2025-01-14T00:18:59Z","timestamp":1736813939000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10278-007-9004-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,2,22]]},"references-count":29,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2007,6]]}},"alternative-id":["9004"],"URL":"https:\/\/doi.org\/10.1007\/s10278-007-9004-0","relation":{},"ISSN":["0897-1889","1618-727X"],"issn-type":[{"value":"0897-1889","type":"print"},{"value":"1618-727X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,2,22]]},"assertion":[{"value":"10 January 2007","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 January 2007","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 January 2007","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 February 2007","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}