{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T18:54:29Z","timestamp":1791485669712,"version":"4.3.4"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2023YFC2506902"],"award-info":[{"award-number":["2023YFC2506902"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172403"],"award-info":[{"award-number":["62172403"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12326614"],"award-info":[{"award-number":["12326614"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A2024"],"award-info":[{"award-number":["U22A2024"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Distinguished Young Scholars Fund of Guangdong","award":["2021B1515020019"],"award-info":[{"award-number":["2021B1515020019"]}]},{"name":"Hong Kong Research Grants Council","award":["17201020"],"award-info":[{"award-number":["17201020"]}]},{"name":"Hong Kong Research Grants Council","award":["17300021"],"award-info":[{"award-number":["17300021"]}]},{"name":"Hong Kong Research Grants Council","award":["HKRGC CRF C7004-21GF"],"award-info":[{"award-number":["HKRGC CRF C7004-21GF"]}]},{"name":"Hong Kong Research Grants Council","award":["NSFC-RGC N-HKU769\/21"],"award-info":[{"award-number":["NSFC-RGC N-HKU769\/21"]}]},{"name":"Hong Kong Research Grants Council","award":["HLCA\/P-211\/24"],"award-info":[{"award-number":["HLCA\/P-211\/24"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tpami.2024.3442811","type":"journal-article","created":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T17:28:13Z","timestamp":1723570093000},"page":"10389-10403","source":"Crossref","is-referenced-by-count":80,"title":["A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning"],"prefix":"10.1109","volume":"46","author":[{"given":"Yongcheng","family":"Zong","sequence":"first","affiliation":[{"name":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8487-5762","authenticated-orcid":false,"given":"Qiankun","family":"Zuo","sequence":"additional","affiliation":[{"name":"Hubei Key Laboratory of Digital Finance Innovation, School of Information Engineering, Hubei University of Economics, Wuhan, Hubei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6833-5227","authenticated-orcid":false,"given":"Michael Kwok-Po","family":"Ng","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Hong Kong Baptist University, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3087-2550","authenticated-orcid":false,"given":"Baiying","family":"Lei","sequence":"additional","affiliation":[{"name":"Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1119-320X","authenticated-orcid":false,"given":"Shuqiang","family":"Wang","sequence":"additional","affiliation":[{"name":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/1533317508328602"},{"issue":"4","key":"ref2","first-page":"463","article-title":"Biomarker controversies and diagnostic difficulties in Alzheimers disease","volume":"2","author":"Mahesh","year":"2014","journal-title":"Amer. J. Phytomedicine Clin. Therapeutics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.2020.2997852"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1159\/000457118"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2843392"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065717500368"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115966"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000395"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2575"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-015-0009-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3209686"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.05.046"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2005.06.003"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2013.78"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.10.003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhl149"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59728-3_38"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102057"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.07.013"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3218745"},{"key":"ref21","article-title":"Deep graph infomax","author":"Veli\u010dkovi\u0107","year":"2018"},{"key":"ref22","first-page":"5812","article-title":"Graph contrastive learning with augmentations","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"You"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26168"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2882885"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2877576"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2889096"},{"key":"ref27","article-title":"DeepAD: Alzheimers disease classification via deep convolutional neural networks using MRI and fMRI","author":"Sarraf","year":"2016","journal-title":"BioRxiv"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2913847"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104678"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.105032"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.116189"},{"key":"ref33","first-page":"4116","article-title":"Contrastive multi-view representation learning on graphs","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Hassani"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2897538"},{"key":"ref35","first-page":"2017","article-title":"Spatial transformer networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Jaderberg"},{"key":"ref36","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ho"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2022.119444"},{"key":"ref38","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"key":"ref39","first-page":"13333","article-title":"Diffusion improves graph learning","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Klicpera"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097988"},{"issue":"1","key":"ref41","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32251-9_18"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2013.00042"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2023.3344641"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3323432"},{"key":"ref46","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.26194"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhw157"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3187141"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-015-9408-2"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2021.3051604"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2020.3016953"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.14132593"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1001006"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/10746266\/10636067.pdf?arnumber=10636067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:24:26Z","timestamp":1732667066000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10636067\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":54,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2024.3442811","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}