{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T20:36:04Z","timestamp":1784666164455,"version":"3.55.0"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100006261","name":"Taif University","doi-asserted-by":"publisher","award":["TU-DSPP-2024-133"],"award-info":[{"award-number":["TU-DSPP-2024-133"]}],"id":[{"id":"10.13039\/501100006261","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/jbhi.2024.3429560","type":"journal-article","created":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T13:22:52Z","timestamp":1721222572000},"page":"9245-9258","source":"Crossref","is-referenced-by-count":2,"title":["Enhancing Medical Signal Processing and Diagnosis With AI-Generated Content Techniques"],"prefix":"10.1109","volume":"29","author":[{"given":"Lihui","family":"Fang","sequence":"first","affiliation":[{"name":"Fourth Affiliated Hospital of China Medical University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9557-514X","authenticated-orcid":false,"given":"Yangyu","family":"Li","sequence":"additional","affiliation":[{"name":"Fourth Affiliated Hospital of China Medical University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meiqi","family":"Shao","sequence":"additional","affiliation":[{"name":"Fourth Affiliated Hospital of China Medical University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aiwen","family":"Yu","sequence":"additional","affiliation":[{"name":"First Affiliated Hospital of China Medical University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bassem F.","family":"Felemban","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, College of Engineering, Taif University, Taif, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ayman A.","family":"Aly","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, College of Engineering, Taif University, Taif, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8474-9435","authenticated-orcid":false,"given":"Shalli","family":"Rani","sequence":"additional","affiliation":[{"name":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-2070-7748","authenticated-orcid":false,"given":"Xiaohong","family":"Lyu","sequence":"additional","affiliation":[{"name":"First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/s12909-023-04698-z"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2023.3300321"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11910-023-01318-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3389497"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-024-10285-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-008-9231-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2011.03041.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2021.3116917"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3100742"},{"key":"ref10","article-title":"Automatic colorization with deep convolutional generative adversarial networks","author":"Koo","year":"2016","journal-title":"CS231n"},{"key":"ref11","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"Radford","year":"2015"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.299"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59050-9_12"},{"key":"ref15","article-title":"Blood vessel geometry synthesis using generative adversarial networks","author":"Wolterink","year":"2018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCOUTCOMES.118.005122"},{"key":"ref17","first-page":"1","article-title":"Generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Goodfellow","year":"2014"},{"key":"ref18","article-title":"EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals","author":"Hartmann","year":"2018"},{"key":"ref19","article-title":"Improving brain computer interface performance by data augmentation with conditional deep convolutional generative adversarial networks","author":"Zhang","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512865"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-021-00336-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3453892.3461338"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN54338.2022.00029"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1142\/S0218126623500329"},{"key":"ref25","article-title":"Model-heterogeneous federated learning for Internet of Things: Enabling technologies and future directions","author":"Fan","year":"2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-05933-9_1"},{"key":"ref27","article-title":"Dual adversarial alignment for realistic support-query shift few-shot learning","author":"Jiang","year":"2023"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(82)90038-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1179\/016164104773026534"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.06.022"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2008.07.004"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2015.01.002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3797-2"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2956865"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.7555\/JBR.33.20190012"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.104738"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106479"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2019.00063"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2810882"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.03.008"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2929053"},{"key":"ref42","article-title":"A novel independent RNN approach to classification of seizures against non-seizures","author":"Yao","year":"2019"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICREST.2019.8644337"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.12.010"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2933046"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2955285"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2943707"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2018.8646505"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-01722-8"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s41870-023-01657-1"},{"key":"ref51","first-page":"214","article-title":"Wasserstein generative adversarial networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Arjovsky","year":"2017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.07.008"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.02.040"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512249"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.04.021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.10.034"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.08.044"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.irbm.2019.02.002"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.7555\/JBR.34.20190043"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00606"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104684"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11284538\/10601240.pdf?arnumber=10601240","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T06:10:17Z","timestamp":1765260617000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10601240\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":61,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3429560","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}