{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T14:59:33Z","timestamp":1784300373608,"version":"3.55.0"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing Municipality","doi-asserted-by":"publisher","award":["CSTB2024NSCQ-MSX1118"],"award-info":[{"award-number":["CSTB2024NSCQ-MSX1118"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Telecom SudParis and Institut Polytechnique de Paris"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/jbhi.2025.3585379","type":"journal-article","created":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T13:45:31Z","timestamp":1751463931000},"page":"8293-8305","source":"Crossref","is-referenced-by-count":7,"title":["Hybrid Transformer for Early Alzheimer\u2019s Detection: Integration of Handwriting-Based 2D Images and 1D Signal Features"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-7956-8920","authenticated-orcid":false,"given":"Changqing","family":"Gong","sequence":"first","affiliation":[{"name":"Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4911-0393","authenticated-orcid":false,"given":"Huafeng","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Computer Science and Information Engineering, Chongqing Technology and Business University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7383-0588","authenticated-orcid":false,"given":"Moun\u00eem A.","family":"El-Yacoubi","sequence":"additional","affiliation":[{"name":"Telecom SudParis, Institut Polytechnique de Paris, Palaiseau, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.07.029"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.4103\/2231-0738.95927"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2019.01.010"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1586\/ern.11.57"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e31827f0fd1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2020.102547"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1212\/wnl.0000000000004826"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1212\/01.wnl.0000286944.22262.ff"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2022.883549"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S2468-2667(21)00249-8"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2019.09.001"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.14283\/jpad.2019.25"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2018.07.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3004686"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.irbm.2018.10.016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/s13195-024-01394-y"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58562-8_3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3233\/jad-210684"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1177\/1533317510367636"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1097\/psy.0b013e318068de1d"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.2009.02671.x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2174\/1567205014666170309120708"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.01.004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1159\/000068484"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpsychires.2008.01.006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/info9100247"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s40846-016-0143-y"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41582-020-0377-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.141"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2018.2794500"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2023.1117250"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106418"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3059968"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2909473"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2929520"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2024.3381654"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3232396"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3180045"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106254"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.23919\/CCC55666.2022.9902136"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.104822"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2018.04.001"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-020-00470-0"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114405"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3101982"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-022-01297-8"},{"key":"ref47","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Dosovitskiy","year":"2021"},{"key":"ref48","article-title":"Layer normalization","author":"Ba","year":"2016"},{"key":"ref49","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kipf","year":"2017"},{"key":"ref50","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Velikovi","year":"2018"},{"key":"ref51","article-title":"How powerful are graph neural networks?","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Xu","year":"2019"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01079"},{"key":"ref54","article-title":"Yolov3: An incremental improvement","author":"Redmon","year":"2018"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00043"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00061"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00675"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3261909"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2024.3389454"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00476"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2024.3413631"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2024.111801"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.18280\/ts.410136"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref67","article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Simonyan","year":"2015"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.5555\/3298023.3298188"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref74","article-title":"Pytorch image models","author":"Wightman","year":"2019"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-72650-2"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11231104\/11063280.pdf?arnumber=11063280","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:34:35Z","timestamp":1765305275000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11063280\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":75,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3585379","relation":{"has-preprint":[{"id-type":"doi","id":"10.36227\/techrxiv.172962047.76685219\/v1","asserted-by":"object"}]},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}