{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T14:17:04Z","timestamp":1771337824529,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,1,6]],"date-time":"2017-01-06T00:00:00Z","timestamp":1483660800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1007\/s11042-016-4283-4","type":"journal-article","created":{"date-parts":[[2017,1,6]],"date-time":"2017-01-06T07:40:49Z","timestamp":1483688449000},"page":"3919-3940","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Segmentation of pectoral muscle using the adaptive gamma corrections"],"prefix":"10.1007","volume":"77","author":[{"given":"Syed Jamal","family":"Safdar Gardezi","sequence":"first","affiliation":[]},{"given":"Faouzi","family":"Adjed","sequence":"additional","affiliation":[]},{"given":"Ibrahima","family":"Faye","sequence":"additional","affiliation":[]},{"given":"Nidal","family":"Kamel","sequence":"additional","affiliation":[]},{"given":"Mohamed Meselhy","family":"Eltoukhy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,1,6]]},"reference":[{"issue":"2","key":"4283_CR1","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1148\/radiol.2362040864","volume":"236","author":"RL Birdwell","year":"2005","unstructured":"Birdwell RL, Bandodkar P, Ikeda DM (2005) Computer-aided detection with screening mammography in a university hospital setting 1. Radiology 236(2):451\u2013457","journal-title":"Radiology"},{"issue":"9","key":"4283_CR2","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1093\/jnci\/87.9.670","volume":"87","author":"N Boyd","year":"1995","unstructured":"Boyd N, Byng J, Jong R, Fishell E, Little L, Miller A, Lockwood G, Tritchler D, Yaffe MJ (1995) Quantitative classification of mammographic densities and breast cancer risk: results from the canadian national breast screening study. J Nat Cancer Inst 87(9):670\u2013675","journal-title":"J Nat Cancer Inst"},{"issue":"5","key":"4283_CR3","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1007\/s10278-009-9240-6","volume":"23","author":"KS Camilus","year":"2010","unstructured":"Camilus KS, Govindan V, Sathidevi P (2010) Computer-aided identification of the pectoral muscle in digitized mammograms. J Digit Imag 23(5):562\u2013580","journal-title":"J Digit Imag"},{"issue":"2","key":"4283_CR4","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/S0720-048X(02)00011-6","volume":"45","author":"S Ciatto","year":"2003","unstructured":"Ciatto S, Del Turco MR, Risso G, Catarzi S, Bonardi R, Viterbo V, Gnutti P, Guglielmoni B, Pinelli L, Pandiscia A et al (2003) Comparison of standard reading and computer aided detection (cad) on a national proficiency test of screening mammography. Eur J Radiol 45(2):135\u2013138","journal-title":"Eur J Radiol"},{"key":"4283_CR5","unstructured":"Dense B, Dense C (2013) Autodensity: an automated method to measure mammographic breast density that predicts breast cancer risk and screening outcomes"},{"issue":"4","key":"4283_CR6","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.compmedimag.2007.02.002","volume":"31","author":"K Doi","year":"2007","unstructured":"Doi K (2007) Computer-aided diagnosis in medical imaging: historical review, current status and future potential. Comput Med Imag Graph 31(4):198\u2013211","journal-title":"Comput Med Imag Graph"},{"key":"4283_CR7","unstructured":"Duarte M, Alvarenga A, Azevedo C, Infantosi A, Pereira W (2012) Estimating the pectoral muscle and the nipple positions in mammographies using morphological filters. In: XXIII Congresso Brasileiro em Engenharia Biom\u00e9dica, vol 52"},{"issue":"4","key":"4283_CR8","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1016\/j.compbiomed.2010.02.003","volume":"40","author":"A El-Zaart","year":"2010","unstructured":"El-Zaart A (2010) Expectation\u2013maximization technique for fibro-glandular discs detection in mammography images. Comput Biol Med 40(4):392\u2013401","journal-title":"Comput Biol Med"},{"issue":"14","key":"4283_CR9","doi-asserted-by":"publisher","first-page":"1399","DOI":"10.1056\/NEJMoa066099","volume":"356","author":"JJ Fenton","year":"2007","unstructured":"Fenton JJ, Taplin SH, Carney PA, Abraham L, Sickles EA, D\u2019Orsi C, Berns EA, Cutter G, Hendrick RE, Barlow WE et al (2007) Influence of computer-aided detection on performance of screening mammography. New England J Med 356(14):1399\u20131409","journal-title":"New England J Med"},{"key":"4283_CR10","doi-asserted-by":"crossref","unstructured":"Galdran A, Pic\u00f3n A, Garrote E, Pardo D (2015) Pectoral muscle segmentation in mammograms based on cartoon-texture decomposition. In: Pattern recognition and image analysis. Springer, pp 587\u2013594","DOI":"10.1007\/978-3-319-19390-8_66"},{"issue":"1","key":"4283_CR11","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.cmpb.2012.10.020","volume":"110","author":"K Ganesan","year":"2013","unstructured":"Ganesan K, Acharya UR, Chua KC, Min LC, Abraham KT (2013) Pectoral muscle segmentation: a review. Comput Methods Programs Biomed 110(1):48\u201357","journal-title":"Comput Methods Programs Biomed"},{"issue":"3","key":"4283_CR12","doi-asserted-by":"publisher","first-page":"034,503","DOI":"10.1117\/1.JMI.1.3.034503","volume":"1","author":"M Ge","year":"2014","unstructured":"Ge M, Mainprize JG, Mawdsley GE, Yaffe MJ (2014) Segmenting pectoralis muscle on digital mammograms by a markov random field-maximum a posteriori model. J Med Imag 1(3):034,503\u2013034,503","journal-title":"J Med Imag"},{"key":"4283_CR13","unstructured":"Hacking D, Pacifci S Craniocaudal view. \n                    https:\/\/radiopaedia.org\/articles\/craniocaudal-view\n                    \n                  . Accession date 15.11.2016"},{"key":"4283_CR14","unstructured":"Hacking D, Pacifci S Mediolateral view. \n                    https:\/\/radiopaedia.org\/articles\/mediolateral-oblique-view\n                    \n                  . Accession date 15.11.2016"},{"key":"4283_CR15","doi-asserted-by":"crossref","unstructured":"He W, Juette A, Denton ER, Oliver A, Mart\u00ed R, Zwiggelaar R (2015) A review on automatic mammographic density and parenchymal segmentation. Int J Breast Cancer","DOI":"10.1155\/2015\/276217"},{"key":"4283_CR16","doi-asserted-by":"crossref","unstructured":"Keller B, Nathan D, Wang Y, Zheng Y, Gee J, Conant E, Kontos D (2011) Adaptive multi-cluster fuzzy c-means segmentation of breast parenchymal tissue in digital mammography. In: International conference on medical image computing and computer-assisted intervention. Springer, pp 562\u2013569","DOI":"10.1007\/978-3-642-23626-6_69"},{"issue":"9","key":"4283_CR17","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1109\/TMI.2004.830529","volume":"23","author":"SM Kwok","year":"2004","unstructured":"Kwok SM, Chandrasekhar R, Attikiouzel Y, Rickard M T (2004) Automatic pectoral muscle segmentation on mediolateral oblique view mammograms. IEEE Trans Med Imag 23(9):1129\u20131140","journal-title":"IEEE Trans Med Imag"},{"issue":"3","key":"4283_CR18","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1016\/j.patcog.2012.09.021","volume":"46","author":"Y Li","year":"2013","unstructured":"Li Y, Chen H, Yang Y, Yang N (2013) Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation. Pattern Recogn 46(3):681\u2013691","journal-title":"Pattern Recogn"},{"issue":"3","key":"4283_CR19","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1016\/S0033-8389(01)00017-3","volume":"40","author":"L Liberman","year":"2002","unstructured":"Liberman L, Menell JH (2002) Breast imaging reporting and data system (bi-rads). Radiol Clin North Amer 40(3):409\u2013430","journal-title":"Radiol Clin North Amer"},{"issue":"16","key":"4283_CR20","doi-asserted-by":"publisher","first-page":"4905","DOI":"10.1088\/0031-9155\/52\/16\/013","volume":"52","author":"LJW Lu","year":"2007","unstructured":"Lu LJW, Nishino TK, Khamapirad T, Grady JJ, Leonard MH, Brunder DG (2007) Computing mammographic density from a multiple regression model constructed with image-acquisition parameters from a full-field digital mammographic unit. Phys Med Biol 52(16):4905","journal-title":"Phys Med Biol"},{"key":"4283_CR21","doi-asserted-by":"crossref","unstructured":"Matsubara T, Yamazaki D, Kato M, Hara T, Fujita H, Iwase T, Endo T (2001) An automated classification scheme for mammograms based on amount and distribution of fibroglandular breast tissue density. In: International congress series, vol 1230. Elsevier, pp 545\u2013552","DOI":"10.1016\/S0531-5131(01)00085-1"},{"issue":"10","key":"4283_CR22","doi-asserted-by":"publisher","first-page":"2817","DOI":"10.1016\/j.sigpro.2012.07.026","volume":"93","author":"M Mustra","year":"2013","unstructured":"Mustra M, Grgic M (2013) Robust automatic breast and pectoral muscle segmentation from scanned mammograms. Signal Process 93(10):2817\u20132827","journal-title":"Signal Process"},{"issue":"1","key":"4283_CR23","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1109\/TITB.2007.903514","volume":"12","author":"A Oliver","year":"2008","unstructured":"Oliver A, Freixenet J, Marti R, Pont J, Perez E, Denton ER, Zwiggelaar R (2008) A novel breast tissue density classification methodology. IEEE Trans Inform Technol Biomed 12(1):55\u201365","journal-title":"IEEE Trans Inform Technol Biomed"},{"key":"4283_CR24","doi-asserted-by":"crossref","unstructured":"Ols\u00e9n C, Mukhdoomi A (2007) Automatic segmentation of fibroglandular tissue. In: Image analysis. Springer, pp 679\u2013688","DOI":"10.1007\/978-3-540-73040-8_69"},{"key":"4283_CR25","doi-asserted-by":"crossref","unstructured":"Raba D, Oliver A, Mart\u00ed J, Peracaula M, Espunya J (2005) Breast segmentation with pectoral muscle suppression on digital mammograms. In: Iberian conference on pattern recognition and image analysis. Springer, pp 471\u2013478","DOI":"10.1007\/11492542_58"},{"key":"4283_CR26","unstructured":"Society AC (2015) Global cancer facts & figures, 3rd edn. \n                    http:\/\/www.cancer.org\/acs\/groups\/content\/research\/documents\/document\/acspc-044738.pdf"},{"key":"4283_CR27","doi-asserted-by":"publisher","first-page":"1724","DOI":"10.1016\/j.procs.2015.02.117","volume":"46","author":"S Sreedevi","year":"2015","unstructured":"Sreedevi S, Sherly E (2015) A novel approach for removal of pectoral muscles in digital mammogram. Procedia Comput Sci 46:1724\u20131731","journal-title":"Procedia Comput Sci"},{"key":"4283_CR28","unstructured":"Suckling J, Parker J, Dance D, Astley S, Hutt I, Boggis C, Ricketts I, Stamatakis E, Cerneaz N, Kok S et al (1994) The mammographic image analysis society digital mammogram database. In: Exerpta Medica. International congress series, vol 1069, pp 375\u2013378"},{"key":"4283_CR29","doi-asserted-by":"crossref","unstructured":"Wirth MA (2006) Performance evaluation of cade algorithms in mammography. Recent Adv Breast Imag Mammograph Comput-Aided Diag Breast Cancer:640\u2013671","DOI":"10.1117\/3.651880.ch19"},{"issue":"s1","key":"4283_CR30","doi-asserted-by":"publisher","first-page":"S1283","DOI":"10.3233\/BME-151426","volume":"26","author":"Y Zhang","year":"2015","unstructured":"Zhang Y, Wang S, Sun P, Phillips P (2015) Pathological brain detection based on wavelet entropy and hu moment invariants. Bio-Med Mater Eng 26(s1):S1283\u2013S1290","journal-title":"Bio-Med Mater Eng"},{"issue":"2","key":"4283_CR31","first-page":"1687814016634,2","volume":"8","author":"YD Zhang","year":"2016","unstructured":"Zhang YD, Wang SH, Liu G, Yang J (2016) Computer-aided diagnosis of abnormal breasts in mammogram images by weighted-type fractional fourier transform. Adv Mech Eng 8(2):1687814016634,243","journal-title":"Adv Mech Eng"},{"issue":"6","key":"4283_CR32","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1118\/1.1376640","volume":"28","author":"C Zhou","year":"2001","unstructured":"Zhou C, Chan HP, Petrick N, Helvie MA, Goodsitt MM, Sahiner B, Hadjiiski LM (2001) Computerized image analysis: estimation of breast density on mammograms. Med Phys 28(6):1056\u20131069","journal-title":"Med Phys"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-016-4283-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-016-4283-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-016-4283-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T01:14:39Z","timestamp":1562634879000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-016-4283-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,6]]},"references-count":32,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,2]]}},"alternative-id":["4283"],"URL":"https:\/\/doi.org\/10.1007\/s11042-016-4283-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1,6]]},"assertion":[{"value":"1 August 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2016","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 December 2016","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 January 2017","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}