{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:33:45Z","timestamp":1773776025847,"version":"3.50.1"},"reference-count":53,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T00:00:00Z","timestamp":1643068800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2022,12,31]]},"DOI":"10.1080\/08839514.2022.2033473","type":"journal-article","created":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T06:36:22Z","timestamp":1643178982000},"update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":59,"title":["A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images"],"prefix":"10.1080","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9638-8764","authenticated-orcid":false,"given":"David Opeoluwa","family":"Oyewola","sequence":"first","affiliation":[{"name":"Department of Mathematics and Computer Science, Federal University Kashere, Gombe, Nigeria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1132-5447","authenticated-orcid":false,"given":"Emmanuel Gbenga","family":"Dada","sequence":"additional","affiliation":[{"name":"Department of Mathematical Sciences, University of Maiduguri, Maiduguri, Nigeria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3556-9331","authenticated-orcid":false,"given":"Sanjay","family":"Misra","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Communication, \u00d8stfold University College, Halden, Norway"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9990-1084","authenticated-orcid":false,"given":"Robertas","family":"Dama\u0161evi\u010dius","sequence":"additional","affiliation":[{"name":"Faculty of Applied Mathematics, Silesian University of Technology, Gliwice, Poland"}]}],"member":"301","published-online":{"date-parts":[[2022,1,25]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.7702"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1002\/9781119792611.ch12"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8030292"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2705642"},{"key":"cit0005","unstructured":"Bjorck, N., C. P. Gomes, B. Selman, and K. Q. Weinberger. 2018. Understanding batch normalization. 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montr\u00e9al, Canada."},{"key":"cit0006","unstructured":"Centres for Disease Control and Prevention. 2020. CDC malaria. http:\/\/www.cdc.gov\/malaria\/about\/biology\/."},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1080\/1206212X.2019.1675019"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics10050329"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-18564-8"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-019-09421-1"},{"key":"cit0012","author":"Huang G.","year":"2018","journal-title":"arXiv Preprint arXiv: 1608.06993"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11071212"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-021-04125-4"},{"key":"cit0015","unstructured":"Kaggle. 2018. Malaria cell images dataset. https:\/\/www.kaggle.com\/iarunava\/cell-images-for-detecting-malaria."},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.3390\/s21217286"},{"key":"cit0017","unstructured":"Krizhevsky, A., I. Sutskever, and G. Hinton. 2012. ImageNet classification with deep convolutional neural networks. Advances in neural information processing systems, 25, pp.1097-1105."},{"key":"cit0018","first-page":"339","volume-title":"International Conference on Deep Learning, Artificial Intelligence and Robotics","author":"Kumari S.","year":"2019"},{"key":"cit0019","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2919566"},{"key":"cit0021","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2790388"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.3390\/s21113865"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8895429"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbx044"},{"key":"cit0026","first-page":"807","volume-title":"Proceedings of the 27th International Conference on International Conference on Machine Learning (ICML\u201910)","author":"Nair V.","year":"2010"},{"key":"cit0027","volume-title":"Nigeria demographic and health survey 2018","author":"National Population Commission (NPC) [Nigeria] and ICF","year":"2019"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1201\/9781003102380-4"},{"key":"cit0029","doi-asserted-by":"crossref","unstructured":"Negi, A., K. Kumar, and P. Chauhan. 2021. Deep neural network-based multi\u2010class image classification for plant diseases. Agricultural informatics. Wiley, Hoboken, pp 117\u2013129.","DOI":"10.1002\/9781119769231.ch6"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11061071"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.1186\/1475-2875-11-S1-P122"},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.352"},{"key":"cit0033","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.72426"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1016\/j.trsl.2017.12.004"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.18201\/ijisae.2019457677"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.6977"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.5121\/ijcsit.2018.10105"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2342-8-8"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS48265.2020.9121073"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"cit0041","author":"Simonyan K.","year":"2014","journal-title":"arXiv Preprint arXiv: 1409.1556"},{"issue":"1","key":"cit0042","first-page":"1929","volume":"15","author":"Srivastava N.","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-018-2195-1"},{"key":"cit0044","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.3347\/kjp.2009.47.2.93"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-816176-0.00025-9"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-01905-3"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-014-0051-8"},{"key":"cit0049","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.1900533"},{"key":"cit0050","unstructured":"World Health Organization. 2020. Malaria. Accessed June 5, 2020. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/malaria."},{"key":"cit0051","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0276-2"},{"key":"cit0052","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2865671"},{"key":"cit0053","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/4706576"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2022.2033473","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T04:52:22Z","timestamp":1694667142000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2022.2033473"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,25]]},"references-count":53,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,12,31]]}},"alternative-id":["10.1080\/08839514.2022.2033473"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2022.2033473","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"value":"0883-9514","type":"print"},{"value":"1087-6545","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,25]]},"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=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-11-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-19","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-20","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2033473"}}