{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T04:44:25Z","timestamp":1770957865605,"version":"3.50.1"},"reference-count":105,"publisher":"Informa UK Limited","issue":"3","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization"],"published-print":{"date-parts":[[2023,5,4]]},"DOI":"10.1080\/21681163.2023.2172615","type":"journal-article","created":{"date-parts":[[2023,2,8]],"date-time":"2023-02-08T05:39:26Z","timestamp":1675834766000},"page":"976-996","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":8,"title":["Machine learning based Breast Cancer screening: trends, challenges, and opportunities"],"prefix":"10.1080","volume":"11","author":[{"given":"Asma","family":"Zizaan","sequence":"first","affiliation":[{"name":"Mohammed VI Polytechnic University, Benguerir, Morocco"}]},{"given":"Ali","family":"Idri","sequence":"additional","affiliation":[{"name":"Mohammed VI Polytechnic University, Benguerir, Morocco"},{"name":"Software Project Management Research Team, ENSIAS, Mohammed V University, Rabat, Morocco"}]}],"member":"301","published-online":{"date-parts":[[2023,2,7]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-18-1115"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1007\/S10916-010-9611-Z"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1038\/SREP46450"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.6.3.031409"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2019182622"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1016\/J.RETRAM.2020.01.002"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318482"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.1016\/J.CRITREVONC.2020.103174"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2103954"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31573-5"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-1134-z"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.1002\/JMRI.25606"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102276"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1016\/J.JSS.2006.07.009"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.01.011"},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.soncn.2017.02.009"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.11.7255"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1148\/RYAI.2019180096"},{"key":"cit0019","doi-asserted-by":"publisher","DOI":"10.1038\/srep46450"},{"key":"cit0020","volume-title":"UCI Machine Learning Repository","author":"Dua D.","year":"2019"},{"key":"cit0021","volume-title":"UCI Machine Learning Repository","author":"Dua D.","year":"2019"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1371\/JOURNAL.PONE.0228446"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1080\/21681163.2020.1811159"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1093\/JNCI\/DJV042"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1177\/0954411913480669"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-12-2"},{"key":"cit0027","unstructured":"Geras KJ, Wolfson S, Shen Y, Wu N, Kim SG, Kim E, Heacock L, Parikh U, Moy L, Cho K. 2017. High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks. https:\/\/arxiv.org\/abs\/1703.07047v3"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/aaa1ca"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1186\/S40644-019-0227-3"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.05.019"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.3233\/978-1-61499-900-3-439"},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.breast.2017.09.003"},{"key":"cit0033","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.05.007"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1145\/3167918.3167930"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.1016\/J.JSS.2016.05.016"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19222-2_18\/COVER\/"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2016.09.005"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101854"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1016\/J.JAIP.2021.02.014"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1002\/MP.12806"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-21215-1"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-12-S1-S3"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1109\/ASYU48272.2019.8946367"},{"key":"cit0044","unstructured":"Kofod-Petersen A, Aps P. 2014. How to do a Structured Literature Review in computer science [Internet]. [accessed 2022 Jun 13]. https:\/\/www.researchgate.net\/publication\/265158913"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.1016\/J.MEDIA.2016.07.007"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-02753-1_26"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.1001\/JAMAINTERNMED.2015.5231"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1148\/RADIOL.2018180694"},{"key":"cit0049","doi-asserted-by":"publisher","DOI":"10.3389\/FPUBH.2018.00099"},{"key":"cit0050","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.4.4.041304"},{"key":"cit0051","doi-asserted-by":"publisher","DOI":"10.1016\/J.BSPC.2016.09.003"},{"key":"cit0052","doi-asserted-by":"publisher","DOI":"10.4018\/IJMCMC.2014100102"},{"key":"cit0053","doi-asserted-by":"publisher","DOI":"10.1016\/j.breast.2019.11.009"},{"key":"cit0054","doi-asserted-by":"publisher","DOI":"10.3390\/cancers14215334"},{"key":"cit0055","doi-asserted-by":"publisher","DOI":"10.1109\/GCAT47503.2019.8978432"},{"key":"cit0056","doi-asserted-by":"publisher","DOI":"10.1186\/s13058-019-1158-4"},{"key":"cit0057","doi-asserted-by":"publisher","DOI":"10.1038\/S41416-020-0937-0"},{"key":"cit0058","doi-asserted-by":"publisher","DOI":"10.1002\/MP.12152"},{"key":"cit0059","doi-asserted-by":"publisher","DOI":"10.1016\/J.ACRA.2011.09.014"},{"key":"cit0060","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2018.2829519"},{"key":"cit0061","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.n160"},{"key":"cit0062","doi-asserted-by":"publisher","DOI":"10.1016\/J.INFSOF.2015.03.007"},{"key":"cit0063","unstructured":"Promoting Cancer Early Diagnosis. [accessed 2022 May 12]. https:\/\/www.who.int\/activities\/promoting-cancer-early-diagnosis"},{"key":"cit0064","doi-asserted-by":"publisher","DOI":"10.1016\/j.irbm.2020.05.002"},{"key":"cit0065","doi-asserted-by":"publisher","DOI":"10.1016\/j.jgo.2021.03.012"},{"key":"cit0066","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-46974-3"},{"key":"cit0067","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7487-6"},{"key":"cit0068","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-22437-z"},{"key":"cit0069","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.03.021"},{"key":"cit0070","doi-asserted-by":"publisher","DOI":"10.1148\/RADIOL.2018181371"},{"key":"cit0071","doi-asserted-by":"publisher","DOI":"10.1093\/JNCI\/DJY222"},{"key":"cit0072","doi-asserted-by":"publisher","DOI":"10.1177\/0284185117748487"},{"key":"cit0073","doi-asserted-by":"publisher","DOI":"10.4081\/jphr.2019.1677"},{"key":"cit0074","doi-asserted-by":"publisher","DOI":"10.1118\/1.4967345"},{"key":"cit0075","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-018-6560-x"},{"key":"cit0076","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176427"},{"key":"cit0077","volume-title":"Curated Breast Imaging Subset of Digital Database for Screening Mammography (CBIS-DDSM) (Version 1)","author":"Sawyer-Lee R.","year":"2016"},{"key":"cit0078","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2020.0265"},{"key":"cit0079","doi-asserted-by":"publisher","DOI":"10.1016\/J.SEMCANCER.2020.06.002"},{"key":"cit0080","doi-asserted-by":"publisher","DOI":"10.1109\/CSPC.2017.8305869"},{"key":"cit0081","doi-asserted-by":"publisher","DOI":"10.1038\/S41598-019-48995-4"},{"key":"cit0082","doi-asserted-by":"publisher","DOI":"10.1016\/J.MEDIA.2020.101908"},{"key":"cit0083","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2019.03.001"},{"key":"cit0084","unstructured":"Suckling J, Parker J, Dance D, Astley S, Hutt I, Boggis C, Ricketts I, Stamatakis, E., Cerneaz, N., Kok, S., Taylor, P., Betal, D., Savage, J. 2015. Mammographic Image Analysis Society (MIAS) database v1.21. Internet. [accessed 2022 May 30]. https:\/\/www.repository.cam.ac.uk\/handle\/1810\/250394"},{"key":"cit0085","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2018.2829519"},{"key":"cit0086","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2263389"},{"key":"cit0087","doi-asserted-by":"publisher","DOI":"10.1016\/J.ACRA.2013.08.020"},{"key":"cit0088","doi-asserted-by":"publisher","DOI":"10.1007\/S10664-007-9037-5"},{"key":"cit0089","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoncol.2017.0473"},{"key":"cit0090","doi-asserted-by":"publisher","DOI":"10.1097\/GRF.0000000000000246"},{"key":"cit0091","doi-asserted-by":"publisher","DOI":"10.1016\/J.ICTE.2020.04.009"},{"issue":"1","key":"cit0092","first-page":"2456","volume":"2","author":"Vikas C","year":"2014","journal-title":"International Journal of Innovative Research in Computer and Communication Engineering"},{"key":"cit0093","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17938-0_20\/COVER\/"},{"key":"cit0094","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2936500"},{"key":"cit0095","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-05728-x"},{"key":"cit0096","unstructured":"Wolberg, W. 1992. UCI Machine Learning Repository: breast Cancer Coimbra Data Set. California, University of [Internet]. [accessed 2022 May 17]:Archive.ics.uci.edu. https:\/\/archive.ics.uci.edu\/ml\/datasets\/Breast+Cancer+Coimbra"},{"key":"cit0097","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2945514"},{"key":"cit0098","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv.1911.00364"},{"key":"cit0099","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2019182716"},{"key":"cit0100","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2019182908"},{"key":"cit0101","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944221"},{"key":"cit0102","doi-asserted-by":"publisher","DOI":"10.1016\/J.COMPBIOMED.2018.04.004"},{"key":"cit0103","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2021.2001177"},{"key":"cit0104","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-45697-9_5"},{"key":"cit0105","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-04826-5_43\/COVER\/"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2023.2172615","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T17:50:20Z","timestamp":1684605020000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2023.2172615"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,7]]},"references-count":105,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,5,4]]}},"alternative-id":["10.1080\/21681163.2023.2172615"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2023.2172615","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"value":"2168-1163","type":"print"},{"value":"2168-1171","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,2,7]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-06-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-01-15","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-02-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}