{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T23:48:40Z","timestamp":1771026520438,"version":"3.50.1"},"reference-count":78,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3218621","type":"journal-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:36:13Z","timestamp":1667525773000},"page":"115974-115987","source":"Crossref","is-referenced-by-count":45,"title":["Automatic Early Diagnosis of Alzheimer\u2019s Disease Using 3D Deep Ensemble Approach"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8175-4554","authenticated-orcid":false,"given":"Aya","family":"Gamal","sequence":"first","affiliation":[{"name":"Medical Imaging and Image Processing Research Group, Center for Informatics Science, Nile University, Giza, Egypt"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7936-3522","authenticated-orcid":false,"given":"Mustafa","family":"Elattar","sequence":"additional","affiliation":[{"name":"Medical Imaging and Image Processing Research Group, Center for Informatics Science, Nile University, Giza, Egypt"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9886-1364","authenticated-orcid":false,"given":"Sahar","family":"Selim","sequence":"additional","affiliation":[{"name":"Medical Imaging and Image Processing Research Group, Center for Informatics Science, Nile University, Giza, Egypt"}]}],"member":"263","reference":[{"key":"ref73","first-page":"3","article-title":"CBAM: Convolutional block attention module","author":"woo","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref72","first-page":"4","article-title":"Is space-time attention all you need for video understanding?","volume":"2","author":"bertasius","year":"2021","journal-title":"Proc ICML"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00676"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.mric.2005.12.004"},{"key":"ref77","first-page":"368","article-title":"Multi-class classification of Alzheimer’s disease using 3DCNN features and multilayer perceptron","author":"raju","year":"2021","journal-title":"Proc 6th Int Conf Wireless Commun Signal Process Netw (WiSPNET)"},{"key":"ref74","year":"2022","journal-title":"NITRC Robust Brain Extraction (ROBEX) Tool\/Resource Info"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare10030541"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.mric.2007.06.002"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.116459"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2012.06.004"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.12.018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00777"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105032"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/s40708-018-0080-3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107942"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51811-4_56"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3180073"},{"key":"ref34","first-page":"184","article-title":"On the design of convolutional neural networks for automatic detection of Alzheimer’s disease","author":"liu","year":"2020","journal-title":"Proc Mach Learn Health Workshop"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2019.08.022"},{"key":"ref62","year":"2022","journal-title":"Adni_Go_Procedures_Manual_06102011 pdf"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2011.2138152"},{"key":"ref63","first-page":"1","article-title":"An investigation towards issues and challenges in medical image registration","volume":"31","author":"alam","year":"2017","journal-title":"Postgraduate Institute of Medicine"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroscience.2021.01.002"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2014.00008"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103500"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/NSSMIC.1993.373602"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59354-4_15"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00259"},{"key":"ref67","first-page":"1","article-title":"Transfusion: Understanding transfer learning for medical imaging","volume":"32","author":"raghu","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.3390\/app10134523"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.59.11.1764"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1097\/01.wad.0000189033.35579.2d"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2022.07.062"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuri.2022.100066"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118250"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s13195-021-00797-5"},{"key":"ref23","article-title":"A predictive framework based on brain volume trajectories enabling early detection of Alzheimer’s disease","volume":"90","author":"mofrad","year":"2021","journal-title":"Computerized Med Imag Graph"},{"key":"ref26","article-title":"Machine learning workflow to explain black-box models for early Alzheimer’s disease classification evaluated for multiple datasets","author":"bloch","year":"2022","journal-title":"arXiv 2205 05907"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101694"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59277-6_8"},{"key":"ref51","first-page":"3","article-title":"Alzheimer’s disease early detection using a low cost three-dimensional DenseNet-121 architecture","author":"solano-rojas","year":"2020","journal-title":"Proc Int Conf Smart Homes Health Telematics"},{"key":"ref59","article-title":"Deep learning in medical image registration","volume":"3","author":"chen","year":"2021","journal-title":"Progress in Biomedical Engineering"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950647"},{"key":"ref57","first-page":"255","article-title":"Multistage diagnosis of Alzheimer’s disease based on slice attention network","author":"huo","year":"2022","journal-title":"Proc Int Conf Artif Neural Netw"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2021.687456"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci12030319"},{"key":"ref54","first-page":"1047","article-title":"Attention-based 3D convolutional network for Alzheimer’s disease diagnosis and biomarkers exploration","author":"jin","year":"2019","journal-title":"Proc IEEE 16th Int Symp Biomed Imag (ISBI)"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci9090212"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104537"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363832"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-3421-5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-131928"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-020-74399-w","article-title":"Multimodal deep learning models for early detection of Alzheimer’s disease stage","volume":"11","author":"venugopalan","year":"2021","journal-title":"Sci Rep"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2021.637386"},{"key":"ref14","first-page":"1","article-title":"Early prediction of Alzheimer’s disease with a multimodal multitask deep learning model","volume":"10","author":"seshadri","year":"2021","journal-title":"Journal of Student Reserch"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2022.3156471"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2010.03.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105944"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.108099"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103828"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-161099"},{"key":"ref3","year":"2022","journal-title":"FastStats—Deaths and Mortality"},{"key":"ref6","year":"2022","journal-title":"Mini-Mental State Exam (MMSE) Test for Alzheimer’s Dementia"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41583-018-0067-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2016.12.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.65.8.1091"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/s21041302"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.nbd.2008.10.003"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/8739960"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-65981-7_12"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-96308-8_27"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102332"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.17148\/IJARCCE.2017.6656"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-2011-0014"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.zemedi.2018.11.002"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2018.08.008"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09934918.pdf?arnumber=9934918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T19:58:33Z","timestamp":1669665513000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9934918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":78,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3218621","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}