{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T17:57:19Z","timestamp":1775066239544,"version":"3.50.1"},"reference-count":48,"publisher":"Tsinghua University Press","issue":"1","funder":[{"DOI":"10.13039\/501100007470","name":"Shaqra University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007470","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Crowd Sci."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.26599\/ijcs.2023.9100034","type":"journal-article","created":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T20:59:07Z","timestamp":1772485147000},"page":"13-25","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing Stroke Prediction Using Generative Adversarial Networks for Intelligent Medical Care"],"prefix":"10.26599","volume":"10","author":[{"given":"Ahmad","family":"Al-Qerem","sequence":"first","affiliation":[{"name":"Zarqa University,Faculty of Information Technology,Computer Science Department,Zarqa,Jordan,13110"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali Mohd","family":"Ali","sequence":"additional","affiliation":[{"name":"Al-Ahliyya Amman University,Faculty of Engineering,Communications and Computer Engineering Department,Amman,Jordan,19328"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Issam","family":"Jebreen","sequence":"additional","affiliation":[{"name":"Zarqa University,Faculty of Information Technology,Computer Science Department,Zarqa,Jordan,13110"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmad","family":"Nabot","sequence":"additional","affiliation":[{"name":"Zarqa University,Faculty of Information Technology,Computer Science Department,Zarqa,Jordan,13110"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shadi","family":"Nashwan","sequence":"additional","affiliation":[{"name":"Middle East University,Faculty of Information Technology,Cyber Security Department,Amman,Jordan,11831"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amjad","family":"Aldweesh","sequence":"additional","affiliation":[{"name":"College of Computing and Information Technology, Shaqra University,Shaqra,Saudi Arabia,11911"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Someah","family":"Alangari","sequence":"additional","affiliation":[{"name":"College of Computing and Information Technology, Shaqra University,Shaqra,Saudi Arabia,11911"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammad","family":"Alauthman","sequence":"additional","affiliation":[{"name":"University of Petra,Department of Information Security,Amman,Jordan,11196"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Musab","family":"Alzgol","sequence":"additional","affiliation":[{"name":"Isra University,Faculty of Information Technology,Computer Information Systems Department,Amman,Jordan,11622"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"11138","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2020.02.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/1550147720911009"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/19\/5\/3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/machines11030391"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACIT47987.2019.8991120"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.061907"},{"key":"ref7","first-page":"214","article-title":"Wasserstein generative adversarial networks","volume-title":"Proc. 34th Int. Conf. Machine Learning-Volume 70","author":"Arjovsky"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1161\/cir.0000000000001137"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/19\/6\/5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/informatics10010028"},{"issue":"1","key":"ref11","first-page":"10","article-title":"Designing an artificial neural network model for the prediction of thrombo-embolic stroke","volume":"3","author":"Shanthi","year":"2009","journal-title":"Int. J. Biom. Bioinfo rm."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA.2016.7797091"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-4018-9_9"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/jcbfm.2010.56"},{"key":"ref15","article-title":"GAN augmentation: Augmenting training data using generative adversarial networks","author":"Bowles","year":"2018","journal-title":"arXiv preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwh189"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2835303"},{"key":"ref18","article-title":"Generating multi-label discrete patient records using generative adversarial networks","author":"Choi","year":"2017","journal-title":"arXiv preprint"},{"key":"ref19","article-title":"Generative adversarial networks","author":"Goodfellow","year":"2014","journal-title":"arXiv preprint"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref21","volume-title":"CVX: Matlab software for disciplined convex programming, version 2.1","author":"Grant","year":"2014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512396"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050827"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00234-017-1892-1"},{"key":"ref25","article-title":"Population based augmentation: Efficient learning of augmentation policy schedules","author":"Ho","year":"2019","journal-title":"arXiv preprint"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(19)30034-1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/app13042678"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/20\/1\/4"},{"issue":"3","key":"ref29","first-page":"246","article-title":"Decision tree classifier: A detailed survey","volume":"12","author":"Kumar","year":"2020","journal-title":"Int. J. Inf. Decis. Sci."},{"key":"ref30","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"Radford","year":"2015","journal-title":"arXiv preprint"},{"key":"ref31","article-title":"Data augmentation using GANs","author":"dos","year":"2019","journal-title":"arXiv preprint"},{"key":"ref32","first-page":"6256","article-title":"Unsupervised data augmentation for consistency training","volume-title":"Proc. 34th Int. Conf. Neural Information Processing Systems","author":"Xie"},{"key":"ref33","first-page":"6665","article-title":"Fast autoaugment","volume-title":"Proc. NIPS\u201919: 33rd Int. Conf. Neural Information Processing Systems","author":"Lim"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab6cb9"},{"key":"ref35","volume-title":"Clinical Epidemiology: The Essentials","author":"Fletcher","year":"2019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.14778\/3231751.3231757"},{"key":"ref37","article-title":"VEEGAN: Reducing mode collapse in GANs using implicit variational learning","author":"Srivastava","year":"2017","journal-title":"arXiv preprint"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref39","first-page":"2234","article-title":"Improved techniques for training GANs","volume-title":"Proc. 30th Int. Conf. Neural Information Processing Systems","author":"Salimans"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2980262"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.11.040"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/20\/2\/10"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.7653"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.34028\/iajit\/19\/3a\/8"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1117\/1.nph.5.1.011008"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/PlatCon.2019.8668961"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2014.02.003"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9203076"}],"container-title":["International Journal of Crowd Science"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9736195\/11418745\/11418751.pdf?arnumber=11418751","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T20:55:50Z","timestamp":1772571350000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11418751\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":48,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.26599\/ijcs.2023.9100034","relation":{},"ISSN":["2398-7294"],"issn-type":[{"value":"2398-7294","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}