{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T23:10:11Z","timestamp":1780355411445,"version":"3.54.1"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T00:00:00Z","timestamp":1498521600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Zebra Medical Vision, LTD"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Digit Imaging"],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1007\/s10278-017-9993-2","type":"journal-article","created":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T13:29:15Z","timestamp":1498570155000},"page":"499-505","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":98,"title":["Malignancy Detection on Mammography Using Dual Deep Convolutional Neural Networks and Genetically Discovered False Color Input Enhancement"],"prefix":"10.1007","volume":"30","author":[{"given":"Philip","family":"Teare","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Fishman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oshra","family":"Benzaquen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eyal","family":"Toledano","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3197-7338","authenticated-orcid":false,"given":"Eldad","family":"Elnekave","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,6,27]]},"reference":[{"key":"9993_CR1","first-page":"1","volume":"2015","author":"American Cancer Society","year":"2015","unstructured":"American Cancer Society: Cancer Facts & Figures 2015. Cancer Facts Fig 2015:1\u20139, 2015","journal-title":"Cancer Facts Fig"},{"issue":"3","key":"9993_CR2","doi-asserted-by":"crossref","first-page":"658","DOI":"10.1148\/radiol.11110469","volume":"260","author":"L Tabar","year":"2011","unstructured":"Tabar L, Vitak B, Chen T, Yen A, Cohen A, Tot T, Chiu S, Chen S, Fann J, Rosell J, Fohlin H, Smith R, Duffy S, Al E: Swedish two-county trial: impact of mammographic screening on breast cancer mortality during 3 decades - with comments. Radiology 260(3):658\u2013663, 2011","journal-title":"Radiology"},{"issue":"24","key":"9993_CR3","doi-asserted-by":"crossref","first-page":"2353","DOI":"10.1056\/NEJMsr1504363","volume":"372","author":"B Lauby-Secretan","year":"2015","unstructured":"Lauby-Secretan B, Scoccianti C, Loomis D, Benbrahim-Tallaa L, Bouvard V, Bianchini F, Straif K: Breast-cancer screening--viewpoint of the IARC Working Group. N. Engl. J. Med. 372(24):2353\u20132358, 2015","journal-title":"N. Engl. J. Med."},{"issue":"2","key":"9993_CR4","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1136\/jms.7.2.105","volume":"7","author":"AM Kavanagh","year":"2000","unstructured":"Kavanagh AM, Giles GG, Mitchell H, Cawson JN: The sensitivity, specificity, and positive predictive value of screening mammography and symptomatic status. J. Med. Screen. 7(2):105\u2013110, 2000","journal-title":"J. Med. Screen."},{"issue":"11","key":"9993_CR5","doi-asserted-by":"crossref","first-page":"1828","DOI":"10.1001\/jamainternmed.2015.5231","volume":"175","author":"CD Lehman","year":"2015","unstructured":"Lehman CD, Wellman RD, Buist DSM, Kerlikowske K, Tosteson ANA, Miglioretti DL, Breast Cancer Surveillance Consortium: Diagnostic Accuracy of Digital Screening Mammography With and Without Computer-Aided Detection. JAMA Intern. Med. 175(11):1828\u20131837, 2015","journal-title":"JAMA Intern. Med."},{"issue":"2","key":"9993_CR6","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1148\/rg.352140134","volume":"35","author":"NS Winkler","year":"2015","unstructured":"Winkler NS, Raza S, Mackesy M, Birdwell RL: Breast density: clinical implications and assessment methods. Radiographics 35(2):316\u2013324, 2015","journal-title":"Radiographics"},{"issue":"1","key":"9993_CR7","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1148\/radiol.2251011667","volume":"225","author":"TM Kolb","year":"2002","unstructured":"Kolb TM, Lichy J, Newhouse JH: Comparison of the Performance of Screening Mammography, Physical Examination, and Breast US and Evaluation of Factors that Influence Them: An Analysis of 27,825 Patient Evaluations. Radiology 225(1):165\u2013175, 2002","journal-title":"Radiology"},{"issue":"8","key":"9993_CR8","doi-asserted-by":"crossref","first-page":"493","DOI":"10.7326\/0003-4819-155-8-201110180-00005","volume":"155","author":"K Kerlikowske","year":"2011","unstructured":"Kerlikowske K, Hubbard RA, Miglioretti DL, Geller BM, Yankaskas BC, Lehman CD, Taplin SH, Sickles EA: Comparative effectiveness of digital versus film-screen mammography in community practice in the United States: A cohort study. Ann. Intern. Med. 155(8):493\u2013502, 2011","journal-title":"Ann. Intern. Med."},{"issue":"3","key":"9993_CR9","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1148\/radiol.2203001282","volume":"220","author":"TW Freer","year":"2001","unstructured":"Freer TW, Ulissey MJ: Screening mammography with computer-aided detection: prospective study of 12,860 patients in a community breast center. Radiology 220(3):781\u2013786, 2001","journal-title":"Radiology"},{"issue":"8","key":"9993_CR10","doi-asserted-by":"crossref","first-page":"580","DOI":"10.7326\/0003-4819-158-8-201304160-00002","volume":"158","author":"JJ Fenton","year":"2013","unstructured":"Fenton JJ, Xing G, Elmore JG, Bang H, Chen SL, Lindfors KK, Baldwin LM: Short-term outcomes of screening mammography using computer-aided detection a population-based study of medicare enrollees. Ann. Intern. Med. 158(8):580\u2013587, 2013","journal-title":"Ann. Intern. Med."},{"issue":"10","key":"9993_CR11","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1016\/j.jacr.2010.05.019","volume":"7","author":"VM Rao","year":"2010","unstructured":"Rao VM, Levin DC, Parker L, Cavanaugh B, Frangos AJ, Sunshine JH: How widely is computer-aided detection used in screening and diagnostic mammography? J. Am. Coll. Radiol. 7(10):802\u2013805, 2010","journal-title":"J. Am. Coll. Radiol."},{"key":"9993_CR12","unstructured":"M Heath, K Bowyer, D Kopans, R Moore, P Kegelmeyer (2001) \u201cThe digital database for screening mammography,\u201d Proc. Fifth Int. Work. Digit. Mammogr., pp. 212\u2013218"},{"key":"9993_CR13","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.eswa.2015.10.015","volume":"46","author":"AM Abdel-Zaher","year":"2016","unstructured":"Abdel-Zaher AM, Eldeib AM: Breast cancer classification using deep belief networks. Expert Syst. Appl. 46:139\u2013144, 2016","journal-title":"Expert Syst. Appl."},{"key":"9993_CR14","doi-asserted-by":"crossref","unstructured":"J Arevalo, FA Gonz\u00e1lez, R Ramos-Poll\u00e1n, JL Oliveira, MA Guevara Lopez (2015) \u201cRepresentation learning for mammography mass lesion classification with convolutional neural networks,\u201d Computer Methods and Programs in Biomedicine","DOI":"10.1109\/EMBC.2015.7318482"},{"key":"9993_CR15","unstructured":"Ho, Tin Kam (1995). Random Decision Forests (PDF). Proceedings of the 3rd International Conference on Document Analysis and Recognition, Montreal, QC, 14\u201316 August 1995"},{"key":"9993_CR16","doi-asserted-by":"crossref","unstructured":"J Deng, W Dong, R Socher, L-J Li, K Li, L Fei-Fei (2009) \u201cImageNet: A large-scale hierarchical image database,\u201d in 2009 I.E. Conference on Computer Vision and Pattern Recognition, pp. 248\u2013255","DOI":"10.1109\/CVPR.2009.5206848"},{"issue":"1","key":"9993_CR17","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1148\/radiol.12120674","volume":"266","author":"EA Rafferty","year":"2013","unstructured":"Rafferty EA, Park JM, Philpotts LE, Poplack SP, Sumkin JH, Halpern EF, Niklason LT: Assessing radiologist performance using combined digital mammography and breast tomosynthesis compared with digital mammography alone: results of a multicenter, multireader trial. Radiology 266(1):104\u2013113, 2013","journal-title":"Radiology"},{"issue":"1","key":"9993_CR18","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1148\/radiol.12121373","volume":"267","author":"P Skaane","year":"2013","unstructured":"Skaane P, Bandos AI, Gullien R, Eben EB, Ekseth U, Haakenaasen U, Izadi M, Jebsen IN, Jahr G, Krager M, Niklason LT, Hofvind S, Gur D: Comparison of digital mammography alone and digital mammography plus tomosynthesis in a population-based screening program. Radiology 267(1):47\u201356, 2013","journal-title":"Radiology"},{"issue":"3","key":"9993_CR19","doi-asserted-by":"crossref","first-page":"772","DOI":"10.1148\/radiol.14141237","volume":"274","author":"CI Lee","year":"2015","unstructured":"Lee CI, Cevik M, Alagoz O, Sprague BL, Tosteson ANA, Miglioretti DL, Kerlikowske K, Stout NK, Jarvik JG, Ramsey SD, Lehman CD: Comparative effectiveness of combined digital mammography and tomosynthesis screening for women with dense breasts. Radiology 274(3):772\u2013780, 2015","journal-title":"Radiology"},{"issue":"18","key":"9993_CR20","doi-asserted-by":"crossref","first-page":"2151","DOI":"10.1001\/jama.299.18.2151","volume":"299","author":"WA Berg","year":"2008","unstructured":"Berg WA, Blume JD, Cormack JB, Mendelson EB, Lehrer D, B\u00f6hm-V\u00e9lez M, Pisano ED, Jong RA, Evans WP, Morton MJ, Mahoney MC, Larsen LH, Barr RG, Farria DM, Marques HS, Boparai K, ACRIN 6666 Investigators: Combined screening with ultrasound and mammography vs mammography alone in women at elevated risk of breast cancer. JAMA 299(18):2151\u20132163, 2008","journal-title":"JAMA"},{"issue":"2","key":"9993_CR21","doi-asserted-by":"crossref","first-page":"234","DOI":"10.2214\/AJR.13.12072","volume":"204","author":"RF Brem","year":"2015","unstructured":"Brem RF, Lenihan MJ, Lieberman J, Torrente J: Screening breast ultrasound: past, present, and future. AJR. Am. J. Roentgenol. 204(2):234\u2013240, 2015","journal-title":"AJR. Am. J. Roentgenol."},{"key":"9993_CR22","doi-asserted-by":"crossref","unstructured":"CK Kuhl, K Strobel, H Bieling, C Leutner, HH Schild, S Schrading (2017) \u201cSupplemental Breast MR Imaging Screening of Women with Average Risk of Breast Cancer,\u201d Radiology, p. 161444","DOI":"10.1148\/radiol.2016161444"},{"issue":"5","key":"9993_CR23","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1016\/j.rcl.2010.06.009","volume":"48","author":"MA Helvie","year":"2010","unstructured":"Helvie MA: Digital Mammography Imaging: Breast Tomosynthesis and Advanced Applications. Radiologic Clinics of North America 48(5):917\u2013929, 2010","journal-title":"Radiologic Clinics of North America"}],"container-title":["Journal of Digital Imaging"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10278-017-9993-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-017-9993-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-017-9993-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T02:50:15Z","timestamp":1569552615000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10278-017-9993-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,27]]},"references-count":23,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,8]]}},"alternative-id":["9993"],"URL":"https:\/\/doi.org\/10.1007\/s10278-017-9993-2","relation":{},"ISSN":["0897-1889","1618-727X"],"issn-type":[{"value":"0897-1889","type":"print"},{"value":"1618-727X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,27]]}}}