{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T16:58:30Z","timestamp":1780765110852,"version":"3.54.1"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,4,18]],"date-time":"2023-04-18T00:00:00Z","timestamp":1681776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,18]],"date-time":"2023-04-18T00:00:00Z","timestamp":1681776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,4,18]]},"DOI":"10.1109\/isbi53787.2023.10230606","type":"proceedings-article","created":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T17:23:07Z","timestamp":1693588987000},"page":"1-5","source":"Crossref","is-referenced-by-count":9,"title":["Transformer-Based Hierarchical Clustering for Brain Network Analysis"],"prefix":"10.1109","author":[{"given":"Wei","family":"Dai","sequence":"first","affiliation":[{"name":"Stanford University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hejie","family":"Cui","sequence":"additional","affiliation":[{"name":"Emory University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuan","family":"Kan","sequence":"additional","affiliation":[{"name":"Emory University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying","family":"Guo","sequence":"additional","affiliation":[{"name":"Emory University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sanne","family":"van Rooij","sequence":"additional","affiliation":[{"name":"Emory University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carl","family":"Yang","sequence":"additional","affiliation":[{"name":"Emory University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Open graph benchmark: Datasets for machine learning on graphs","author":"Hu","year":"2020","journal-title":"NeurIPS"},{"key":"ref2","article-title":"How powerful are graph neural networks?","author":"Xu","year":"2019","journal-title":"ICLR"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2022.3218745"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.104096"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/BigData55660.2022.10021060"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/BigData55660.2022.10020955"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3542680"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11288"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102233"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2200\/s01045ed1v01y202009aim046"},{"key":"ref11","article-title":"BERT: pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2019","journal-title":"NAACL"},{"key":"ref12","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2021","journal-title":"ICLR"},{"key":"ref13","article-title":"Rethinking graph transformers with spectral attention","author":"Kreuzer","year":"2021","journal-title":"NeurIPS"},{"key":"ref14","article-title":"Brain network transformer","author":"Kan","year":"2022","journal-title":"NeurIPS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-55738-y"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhu036"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/neuro.11.037.2009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.11.035"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-122414-033634"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.06.014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-41695-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-55738-y"},{"key":"ref23","article-title":"Fbnetgen: Task-aware gnn-based fmri analysis via functional brain network generation","author":"Kan","year":"2022","journal-title":"MIDL"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_36"},{"key":"ref25","article-title":"Do transformers really perform badly for graph representation?","author":"Ying","year":"2021","journal-title":"NeurIPS"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC48229.2022.9871118"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM55620.2022.9995283"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhp157"},{"key":"ref29","article-title":"Hierarchical graph representation learning with differentiable pooling","author":"Ying","year":"2018","journal-title":"NeurIPS"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378031"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557353"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5747"},{"key":"ref33","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"NeurIPS"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2018.03.001"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.04.127"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3389\/conf.fninf.2013.09.00041"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.21333"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.09.046"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2015.00461"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"}],"event":{"name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","location":"Cartagena, Colombia","start":{"date-parts":[[2023,4,18]]},"end":{"date-parts":[[2023,4,21]]}},"container-title":["2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10230311\/10230322\/10230606.pdf?arnumber=10230606","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T02:29:18Z","timestamp":1710383358000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10230606\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,18]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/isbi53787.2023.10230606","relation":{},"subject":[],"published":{"date-parts":[[2023,4,18]]}}}