{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T02:03:51Z","timestamp":1772935431680,"version":"3.50.1"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["R01DC017162,R01DC01716202S1"],"award-info":[{"award-number":["R01DC017162,R01DC01716202S1"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11401042","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"1268-1277","source":"Crossref","is-referenced-by-count":0,"title":["Uncovering Treatment Response Patterns with Topological Clustering of Brain Networks"],"prefix":"10.1109","author":[{"given":"Jiaying","family":"Yi","sequence":"first","affiliation":[{"name":"University of South Carolina,Dept. of Epidemiology and Biostatistics,Columbia,SC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Yin","sequence":"additional","affiliation":[{"name":"City University of Hong Kong,Dept. of Biostatistics,Hong Kong SAR,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rahul","family":"Ghosal","sequence":"additional","affiliation":[{"name":"University of South Carolina,Dept. of Epidemiology and Biostatistics,Columbia,SC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julius","family":"Fridriksson","sequence":"additional","affiliation":[{"name":"University of South Carolina,Dept. of Communication Sciences and Disorders,Columbia,SC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rutvik","family":"Desai","sequence":"additional","affiliation":[{"name":"University of South Carolina,Dept. of Psychology,Columbia,SC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Wang","sequence":"additional","affiliation":[{"name":"University of South Carolina,Dept. of Epidemiology and Biostatistics,Columbia,SC,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.11.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOAS861"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/BF02294838"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-09-01249-X"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2023.120436"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/02687039208248575"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.05.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-002-2885-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/01688638708405057"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/02687038.2021.1975636"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.05.046"},{"key":"ref12","volume-title":"Algebraic Topology","author":"Hatcher","year":"2001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.120"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4103\/0976-3147.193531"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.1751-9004.2007.00054.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/springerreference_183701"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32251-9_74"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23629-7_37"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10443-0_38"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/10705511.2014.936340"},{"issue":"5","key":"ref21","article-title":"Penalized model-based clustering with application to variable selection","volume":"8","author":"Pan","year":"2007","journal-title":"Journal of machine learning research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/sim.9687"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.10.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2009.12.008"},{"key":"ref26","article-title":"Fast topological clustering with wasserstein distance","volume-title":"International Conference on Learning Representations","author":"Songdechakraiwut","year":"2022"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.10047"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1063\/1.4978997"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1161\/cir.0000000000001052"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2021.109324"},{"key":"ref31","article-title":"Topological inference on brain networks across subtypes of post-stroke aphasia","author":"Wang","year":"2023","journal-title":"arXiv"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104396"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2017.10.027"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11401042.pdf?arnumber=11401042","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:32:23Z","timestamp":1772868743000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11401042\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11401042","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}