{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T15:48:21Z","timestamp":1772812101362,"version":"3.50.1"},"reference-count":49,"publisher":"Informa UK Limited","issue":"7","funder":[{"name":"Erasmus Mundus Program IMPAKT Project Fellowship Program","award":["2017"],"award-info":[{"award-number":["2017"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Neuroscience"],"published-print":{"date-parts":[[2022,7,3]]},"DOI":"10.1080\/00207454.2020.1835900","type":"journal-article","created":{"date-parts":[[2020,10,13]],"date-time":"2020-10-13T01:01:31Z","timestamp":1602550891000},"page":"689-698","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":50,"title":["Alzheimer\u2019s diagnosis using deep learning in segmenting and classifying 3D brain MR images"],"prefix":"10.1080","volume":"132","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9994-8077","authenticated-orcid":false,"given":"Tran Anh","family":"Tuan","sequence":"first","affiliation":[{"name":"Faculty of Mathematics and Computer Science, University of Science, Vietnam National University, Ho Chi Minh City, Vietnam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4847-4366","authenticated-orcid":false,"given":"The Bao","family":"Pham","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Sai Gon University, Ho Chi Minh City, Vietnam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4896-8980","authenticated-orcid":false,"given":"Jin Young","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Electronic and Computer Engineering, Chonnam National University, Gwangju, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7603-6526","authenticated-orcid":false,"given":"Jo\u00e3o Manuel R. S.","family":"Tavares","sequence":"additional","affiliation":[{"name":"Instituto de Ci\u00eancia e Inova\u00e7\u00e3o em Engenharia Mec\u00e2nica e Engenharia Industrial, Departamento de Engenharia Mec\u00e2nica, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal"}]}],"member":"301","published-online":{"date-parts":[[2020,11,4]]},"reference":[{"key":"e_1_3_5_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2012.11.007"},{"key":"e_1_3_5_3_1","volume-title":"World Alzheimer report. 2015. The global impact of dementia, An analysis of prevalence, incidence, cost and trends","author":"Prince M","year":"2015","unstructured":"Prince M, Wimo A, Guerchet M, et\u00a0al. World Alzheimer report. 2015. The global impact of dementia, An analysis of prevalence, incidence, cost and trends. London: Alzheimer\u2019s Disease International; 2015."},{"key":"e_1_3_5_4_1","doi-asserted-by":"publisher","DOI":"10.1101\/cshperspect.a006148"},{"key":"e_1_3_5_5_1","unstructured":"Reisberg B. 2019. Fisher center for Alzheimer\u2019s research foundation. Clinical stages of Alzheimer\u2019s. Available from: https:\/\/www.alzinfo.org\/understand-alzheimers\/clinical-stages-of-alzheimers\/."},{"issue":"2","key":"e_1_3_5_6_1","first-page":"S506","article-title":"PET\/MRI technique role in Alzheimer disease","volume":"44","author":"Vieira D","year":"2017","unstructured":"Vieira D, Vardasca R, Manuel J, Tavares RS. PET\/MRI technique role in Alzheimer disease. Eur J Nucl Med Mol Imaging. 2017;44(2):S506.","journal-title":"Eur J Nucl Med Mol Imaging"},{"key":"e_1_3_5_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-015-9847-8"},{"key":"e_1_3_5_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2021941"},{"key":"e_1_3_5_9_1","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/5485080"},{"key":"e_1_3_5_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICACSIS.2013.6761597"},{"key":"e_1_3_5_11_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0105563"},{"key":"e_1_3_5_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2011.2167628"},{"key":"e_1_3_5_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2582386"},{"key":"e_1_3_5_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2432832"},{"key":"e_1_3_5_15_1","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.67.1.66"},{"key":"e_1_3_5_16_1","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2000.0582"},{"key":"e_1_3_5_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-10074-x"},{"key":"e_1_3_5_18_1","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awp105"},{"key":"e_1_3_5_19_1","first-page":"7116","article-title":"Automated measurement of cerebral cortical thickness based on fuzzy membership map derived from MR images for evaluation of Alzheimer's disease","volume":"2013","author":"Arimura H","year":"2013","unstructured":"Arimura H, Tokunaga C, Yoshiura T, et\u00a0al. Automated measurement of cerebral cortical thickness based on fuzzy membership map derived from MR images for evaluation of Alzheimer's disease. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:7116\u20137119.","journal-title":"Annu Int Conf IEEE Eng Med Biol Soc"},{"issue":"5","key":"e_1_3_5_20_1","first-page":"1619","article-title":"Deformation based feature selection for computer aided diagnosis of Alzheimer\u2019s","volume":"40","author":"Savio A","year":"2013","unstructured":"Savio A, Gra\u00f1a M. Deformation based feature selection for computer aided diagnosis of Alzheimer\u2019s. Disease. 2013;40(5):1619\u20131628.","journal-title":"Disease"},{"key":"e_1_3_5_21_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0173372"},{"key":"e_1_3_5_22_1","volume-title":"Paper presented at: Proceedings of the Seventh International Conference of Computer Vision","author":"David G L.","year":"1999","unstructured":"David G L. 1999. Object recognition from scale invariant features. Paper presented at: Proceedings of the Seventh International Conference of Computer Vision, Kerkyra, Greece."},{"key":"e_1_3_5_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2013.09.001"},{"key":"e_1_3_5_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-011-9738-6"},{"key":"e_1_3_5_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24888-2_31"},{"key":"e_1_3_5_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"e_1_3_5_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dadm.2018.07.004"},{"key":"e_1_3_5_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2655720"},{"key":"e_1_3_5_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-89656-4_40"},{"key":"e_1_3_5_30_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep23470"},{"key":"e_1_3_5_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2013850"},{"key":"e_1_3_5_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2382581"},{"key":"e_1_3_5_33_1","doi-asserted-by":"publisher","DOI":"10.1037\/0894-4105.14.2.224"},{"key":"e_1_3_5_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-017-9983-4"},{"key":"e_1_3_5_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11554-017-0734-z"},{"key":"e_1_3_5_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2572683"},{"key":"e_1_3_5_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"e_1_3_5_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_5_39_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389"},{"key":"e_1_3_5_40_1","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.2007.19.9.1498"},{"key":"e_1_3_5_41_1","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.140.6.566"},{"key":"e_1_3_5_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7091-8592-6_5"},{"key":"e_1_3_5_43_1","unstructured":"Chollet Francois and others. Keras. 2015. Available from: https:\/\/keras.io."},{"key":"e_1_3_5_44_1","first-page":"2825","article-title":"Scikit-learn: machine learning in Python","volume":"12","author":"Pedregosa F","year":"2011","unstructured":"Pedregosa F, Varoquaux G, Gramfort A, et\u00a0al. Scikit-learn: machine learning in Python. J Machine Learn Res. 2011;12:2825\u20132830.","journal-title":"J Machine Learn Res"},{"key":"e_1_3_5_45_1","first-page":"234","article-title":"U-Net: convolutional networks for biomedical image segmentation","volume":"9351","author":"Ronneberger O","year":"2015","unstructured":"Ronneberger O, Fischer P, Brox T. U-Net: convolutional networks for biomedical image segmentation. Med Image Comput Comp-Assist Intervent. 2015;9351:234\u2013241.","journal-title":"Med Image Comput Comp-Assist Intervent"},{"key":"e_1_3_5_46_1","volume-title":"Proceedings of the 3rd International Conference on Learning Representations (ICLR 2015).","author":"Kingma DP","unstructured":"Kingma DP, Adam LJB. A method for stochastic optimization. In: Proceedings of the 3rd International Conference on Learning Representations (ICLR 2015). San Diego, CA: ICLR."},{"key":"e_1_3_5_47_1","volume-title":"Pattern recognition and machine learning","author":"Bishop CM.","year":"2006","unstructured":"Bishop CM. 2006. Pattern recognition and machine learning. New York: Springer-Verlag."},{"key":"e_1_3_5_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-7138-7"},{"key":"e_1_3_5_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.10.032"},{"key":"e_1_3_5_50_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0171749"}],"container-title":["International Journal of Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00207454.2020.1835900","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T19:24:43Z","timestamp":1722540283000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00207454.2020.1835900"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,4]]},"references-count":49,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2022,7,3]]}},"alternative-id":["10.1080\/00207454.2020.1835900"],"URL":"https:\/\/doi.org\/10.1080\/00207454.2020.1835900","relation":{},"ISSN":["0020-7454","1543-5245"],"issn-type":[{"value":"0020-7454","type":"print"},{"value":"1543-5245","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,11,4]]},"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=ines20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ines20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2020-05-08","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-09-11","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-09-27","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-11-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}