{"id":"https://openalex.org/W4389542205","doi":"https://doi.org/10.1109/embc40787.2023.10340009","title":"Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting","display_name":"Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389542205","doi":"https://doi.org/10.1109/embc40787.2023.10340009","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083771"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340009","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340009.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340009.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056780680","display_name":"Yixue Feng","orcid":"https://orcid.org/0000-0003-1015-4209"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yixue Feng","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024772201","display_name":"Bramsh Q. Chandio","orcid":"https://orcid.org/0000-0002-8949-4937"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bramsh Q. Chandio","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017365268","display_name":"Sophia I. Thomopoulos","orcid":"https://orcid.org/0000-0002-0046-4070"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophia I. Thomopoulos","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074576951","display_name":"Tamoghna Chattopadhyay","orcid":"https://orcid.org/0000-0002-3146-6845"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tamoghna Chattopadhyay","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100606557","display_name":"Paul M. Thompson","orcid":"https://orcid.org/0000-0002-4720-8867"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul M. Thompson","raw_affiliation_strings":["University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine,Marina del Rey,CA,United States","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056780680"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":1.3622,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8206457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7304229736328125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6542178392410278},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.648195207118988},{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.6412861347198486},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6090428829193115},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5917112827301025},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5908022522926331},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.48964792490005493},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4343307912349701},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4262444078922272},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.41219043731689453},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.37554097175598145},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.333354651927948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21677255630493164},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.10797885060310364},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0958753228187561}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7304229736328125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542178392410278},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.648195207118988},{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.6412861347198486},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6090428829193115},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5917112827301025},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5908022522926331},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48964792490005493},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4343307912349701},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4262444078922272},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.41219043731689453},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.37554097175598145},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.333354651927948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21677255630493164},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.10797885060310364},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0958753228187561},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D066127","descriptor_name":"White Matter","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340009","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340009.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083771","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083771","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/embc40787.2023.10340009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340009","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340009.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G701117636","display_name":null,"funder_award_id":"RF1AG057892","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389542205.pdf","grobid_xml":"https://content.openalex.org/works/W4389542205.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1556167233","https://openalex.org/W1921578113","https://openalex.org/W1951022114","https://openalex.org/W1964802316","https://openalex.org/W1969637629","https://openalex.org/W2001611992","https://openalex.org/W2062791478","https://openalex.org/W2069494733","https://openalex.org/W2120259577","https://openalex.org/W2127309075","https://openalex.org/W2177917702","https://openalex.org/W2470259419","https://openalex.org/W2507387536","https://openalex.org/W2508982726","https://openalex.org/W2559655401","https://openalex.org/W2594272198","https://openalex.org/W2735700022","https://openalex.org/W2758113150","https://openalex.org/W2803837136","https://openalex.org/W2803890652","https://openalex.org/W2894251099","https://openalex.org/W2924334974","https://openalex.org/W2951488689","https://openalex.org/W2962681100","https://openalex.org/W3024238787","https://openalex.org/W3082265123","https://openalex.org/W3091774503","https://openalex.org/W3092593892","https://openalex.org/W3129576130","https://openalex.org/W3172893236","https://openalex.org/W3175841372","https://openalex.org/W4221117101","https://openalex.org/W4226203773","https://openalex.org/W4289524904","https://openalex.org/W4294975481","https://openalex.org/W4297631285","https://openalex.org/W4312749295","https://openalex.org/W4312933868","https://openalex.org/W4318773574","https://openalex.org/W4320737106","https://openalex.org/W4385191001","https://openalex.org/W4394486091","https://openalex.org/W6687045409","https://openalex.org/W6790978476","https://openalex.org/W6841234098","https://openalex.org/W6844116482","https://openalex.org/W6849840618","https://openalex.org/W6863727468"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W2145836866","https://openalex.org/W2803255133"],"abstract_inverted_index":{"White":[0],"matter":[1],"tracts":[2],"generated":[3,20],"from":[4,21,76,129,145],"whole":[5],"brain":[6],"tractography":[7],"are":[8,19],"often":[9],"processed":[10],"using":[11,46,86],"automatic":[12],"segmentation":[13,127,144],"methods":[14],"with":[15],"standard":[16],"atlases.":[17],"Atlases":[18],"hundreds":[22],"of":[23,73,116,138],"subjects,":[24],"which":[25],"becomes":[26],"time-consuming":[27],"to":[28,32,34,57,63,80],"create":[29],"and":[30,60,105],"difficult":[31],"apply":[33],"all":[35],"populations.":[36],"In":[37],"this":[38],"study,":[39],"we":[40],"extended":[41],"our":[42,108,139],"prior":[43],"work":[44],"on":[45,91],"a":[47,52,64,69,96],"deep":[48],"generative":[49],"model":[50],"-":[51,56],"Convolutional":[53],"Variational":[54],"Autoencoder":[55],"map":[58],"complex":[59],"data-intensive":[61],"streamlines":[62],"low-dimensional":[65],"latent":[66],"space":[67],"given":[68],"limited":[70],"sample":[71],"size":[72],"50":[74],"subjects":[75],"the":[77,113,117,120,125,136],"ADNI3":[78],"dataset,":[79],"generate":[81],"synthetic":[82],"population-specific":[83],"bundle":[84,102,109,143],"templates":[85,110],"Kernel":[87],"Density":[88],"Estimation":[89],"(KDE)":[90],"streamline":[92],"embeddings.":[93],"We":[94,133],"conducted":[95],"quantitative":[97],"shape":[98,103,114],"analysis":[99],"by":[100],"calculating":[101],"metrics,":[104],"found":[106],"that":[107],"better":[111],"capture":[112],"distribution":[115],"bundles":[118],"than":[119],"atlas":[121],"data":[122],"used":[123],"in":[124],"original":[126],"derived":[128],"young":[130],"healthy":[131],"adults.":[132],"further":[134],"demonstrated":[135],"use":[137],"framework":[140],"for":[141],"direct":[142],"whole-brain":[146],"tractograms.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}