{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:34:03Z","timestamp":1763202843389,"version":"3.41.2"},"reference-count":111,"publisher":"Informa UK Limited","issue":"7","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"published-print":{"date-parts":[[2024,1,19]]},"DOI":"10.1080\/21681163.2024.2302387","type":"journal-article","created":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T12:15:28Z","timestamp":1706184928000},"update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":5,"title":["Machine learning in breast cancer imaging: a review on data, models and methods"],"prefix":"10.1080","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2543-6866","authenticated-orcid":false,"given":"Marco A. V. M.","family":"Grinet","sequence":"first","affiliation":[{"name":"Department of Computer Science, Universidade da Beira Interior, Covilh\u00e3, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9703-6485","authenticated-orcid":false,"given":"Ana I. R.","family":"Gouveia","sequence":"additional","affiliation":[{"name":"NECE - Research Center for Business Sciences, Faculdade de Ci\u00eancias Sociais e Humanas, Universidade da Beira Interior, R. Jos\u00e9 Caetano J\u00fanior 149, Covilh\u00e3, Portugal"},{"name":"Instituto de Biof\u00edsica e Engenharia Biom\u00e9dica, Universidade de Lisboa, Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5804-5717","authenticated-orcid":false,"given":"Abel J. P.","family":"Gomes","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Universidade da Beira Interior, Covilh\u00e3, Portugal"},{"name":"INESC-ID, Lisbon, Portugal"}]}],"member":"301","published-online":{"date-parts":[[2024,1,25]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20301-6_1"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/IBCAST.2019.8667221"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13104-019-4121-7"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/5528622"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2019.104863"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-04-1945"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2019182789"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102049"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1159\/000515698"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICEDSA.2016.7818560"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0000000000000358"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1080\/10556789208805504"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1515\/dx-2013-0012"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(12)70211-5"},{"key":"e_1_3_3_16_1","first-page":"1","article-title":"Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5,060 patients and a deep learning model","author":"Buda M","year":"2020","unstructured":"Buda M, Saha A, Walsh R, Ghate S, Li N, \u015awiecicki A, Lo JY, Mazurowski MA. 2020. Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5,060 patients and a deep learning model. arXiv Preprint arXiv: 201107995:1\u201314.","journal-title":"arXiv Preprint arXiv: 201107995"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506159"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-013-9622-7"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoncol.2018.7078"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2021.1968324"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-019-00295-z"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-019-00278-0"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA.2015.7371234"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.3390\/computers8030052"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2559.1991.tb00229.x"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1259\/bjr.20220078"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.3389\/fmolb.2020.599333"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSCI.2016.0156"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3016715"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93000-8_86"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2008.4712130"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.14.13530"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0085952"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2009.2034865"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clbc.2021.03.006"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2020200103"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/aa82ec"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamainternmed.2015.3043"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jal.2012.07.003"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.08.011"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5318-8_75"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13666-5_46"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.034"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-07445-5"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114161"},{"key":"e_1_3_3_46_1","first-page":"1802","volume-title":"2005 IEEE Engineering in Medicine and Biology 27th Annual Conference,","author":"Huang YL","year":"2006","unstructured":"Huang YL, Lin SH, Chen DR 2006. Computer-aided diagnosis applied to 3-D us of solid breast nodules by using principal component analysis and image retrieval. In: 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China. IEEE. p. 1802\u20131805."},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.221785"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2013.12.002"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0214587"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.2987\/8756-971X(2006)21[380:OOTIML]2.0.CO;2"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.irbm.2019.06.001"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-21215-1"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.21492"},{"key":"e_1_3_3_54_1","first-page":"dsM2016","article-title":"Curated breast imaging subset of DDSM","volume":"8","author":"Lee RS","year":"2016","unstructured":"Lee RS, Gimenez F, Hoogi A, Rubin D. 2016. Curated breast imaging subset of DDSM. The Cancer Imaging Archive. 8:dsM2016.","journal-title":"The Cancer Imaging Archive"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa065447"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/5289128"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1093\/jnci\/djz184"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.4103\/2153-3539.112693"},{"key":"e_1_3_3_59_1","first-page":"22","volume-title":"Large-Scale Numerical Optimization","author":"Mangasarian O","year":"1990","unstructured":"Mangasarian O Setiono R, Wolberg W. 1990. Pattern Recognition via Linear Programming: Theory and Application to Medical Diagnosis. In: Coleman T, Li Y, editors. Large-Scale Numerical Optimization Philadelphia, PA, USA: SIAM; pp. 22\u201330."},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.26654"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2018.07.026"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1093\/jnci\/dju316"},{"key":"e_1_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41416-019-0446-1"},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2011.09.014"},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-013-0838-2"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41822-8_41"},{"key":"e_1_3_3_68_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12282-019-00955-6"},{"key":"e_1_3_3_69_1","first-page":"92","volume-title":"Medical Imaging 2015: Digital Pathology","author":"Nguyen K","year":"2015","unstructured":"Nguyen K, Barnes M, Srinivas C, Chefd\u2019hotel C. 2015. Automatic glandular and tubule region segmentation in histological grading of breast cancer. In: Gurcan M, Madabhushi A, editors. Medical Imaging 2015: Digital Pathology. Vol. 9420. Bellingham, Washington USA: SPIE; pp. 92\u201398."},{"key":"e_1_3_3_70_1","doi-asserted-by":"publisher","DOI":"10.4103\/2153-3539.63821"},{"key":"e_1_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1002\/mp.12538"},{"key":"e_1_3_3_72_1","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.4.3.034007"},{"key":"e_1_3_3_73_1","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.07.2231"},{"key":"e_1_3_3_74_1","first-page":"2003","volume-title":"2003 European Congress of Radiology","author":"Prapavesis S","year":"2003","unstructured":"Prapavesis S, Fornage B, Palko A, Zoumpoulis P, Weismann C, Zarampoukas T, Kukuvitis A, Koumpouros Y, Gatzulis T. 2003. Breast ultrasound and ultrasound-guided interventional procedures in the breast: a CD-ROM multimedia teaching file. 2003 European Congress of Radiology, Vienna, Austria. 2003."},{"key":"e_1_3_3_75_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-011-9693-2"},{"key":"e_1_3_3_76_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2018181371"},{"key":"e_1_3_3_77_1","doi-asserted-by":"publisher","DOI":"10.1117\/12.2292920"},{"key":"e_1_3_3_78_1","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198862536.003.0001"},{"key":"e_1_3_3_79_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.h4901"},{"key":"e_1_3_3_80_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2423051464"},{"key":"e_1_3_3_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2021.03.048"},{"key":"e_1_3_3_82_1","doi-asserted-by":"publisher","DOI":"10.1118\/1.4967345"},{"key":"e_1_3_3_83_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2020.0265"},{"key":"e_1_3_3_84_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2015.11.016"},{"key":"e_1_3_3_85_1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21208"},{"key":"e_1_3_3_86_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2496264"},{"key":"e_1_3_3_87_1","first-page":"375","volume-title":"Exerpta Medica International Congress","volume":"1069","author":"Suckling P","year":"1994","unstructured":"Suckling P. 1994. The mammographic image analysis society digital mammogram database. Exerpta Medica International Congress, Montreal, Canada Vol. 1069. Elsevier Publishing; pp. 375\u2013378."},{"key":"e_1_3_3_88_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.97"},{"key":"e_1_3_3_89_1","doi-asserted-by":"publisher","DOI":"10.1002\/1097-0142(20010501)91:9<1724:AID-CNCR1190>3.0.CO;2-V"},{"key":"e_1_3_3_90_1","doi-asserted-by":"publisher","DOI":"10.2214\/ajr.128.3.409"},{"key":"e_1_3_3_91_1","doi-asserted-by":"publisher","DOI":"10.1109\/INDCON.2012.6420779"},{"key":"e_1_3_3_92_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13244-020-00905-3"},{"key":"e_1_3_3_93_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2365030"},{"key":"e_1_3_3_94_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2011.6091528"},{"key":"e_1_3_3_95_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.25873"},{"key":"e_1_3_3_96_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0081653"},{"key":"e_1_3_3_97_1","doi-asserted-by":"publisher","DOI":"10.1002\/cncr.33140"},{"key":"e_1_3_3_98_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.87.23.9193"},{"key":"e_1_3_3_99_1","doi-asserted-by":"publisher","DOI":"10.4329\/wjr.v11.i2.19"},{"key":"e_1_3_3_100_1","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2016.2515127"},{"key":"e_1_3_3_101_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultras.2018.07.006"},{"key":"e_1_3_3_102_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101880"},{"key":"e_1_3_3_103_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2731873"},{"key":"e_1_3_3_104_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.12.012"},{"key":"e_1_3_3_105_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.04.004"},{"key":"e_1_3_3_106_1","doi-asserted-by":"publisher","DOI":"10.3390\/designs2020013"},{"key":"e_1_3_3_107_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11547-017-0805-z"},{"key":"e_1_3_3_108_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICOASE.2019.8723832"},{"key":"e_1_3_3_109_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2019.01.012"},{"key":"e_1_3_3_110_1","doi-asserted-by":"publisher","DOI":"10.1097\/CEJ.0b013e3283447467"},{"key":"e_1_3_3_111_1","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2021.623506"},{"key":"e_1_3_3_112_1","doi-asserted-by":"publisher","DOI":"10.3233\/BME-130783"},{"key":"e_1_3_3_113_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.25497"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2024.2302387","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T14:50:38Z","timestamp":1727189438000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2024.2302387"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,19]]},"references-count":111,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2024,1,19]]}},"alternative-id":["10.1080\/21681163.2024.2302387"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2024.2302387","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"type":"print","value":"2168-1163"},{"type":"electronic","value":"2168-1171"}],"subject":[],"published":{"date-parts":[[2024,1,19]]},"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":"2022-10-20","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-12-28","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-01-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2302387"}}