{"id":"https://openalex.org/W4406261228","doi":"https://doi.org/10.1109/bibm62325.2024.10822359","title":"Super-resolved Estimation of White Matter Microstructure via 3D Conditional Latent Diffusion Model","display_name":"Super-resolved Estimation of White Matter Microstructure via 3D Conditional Latent Diffusion Model","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406261228","doi":"https://doi.org/10.1109/bibm62325.2024.10822359"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100714747","display_name":"Jiquan Ma","orcid":"https://orcid.org/0000-0003-3072-7799"},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiquan Ma","raw_affiliation_strings":["Heilongjiang University,Department of Computer Science and Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang University,Department of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066850131","display_name":"Yihang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihang Gao","raw_affiliation_strings":["Heilongjiang University,Department of Computer Science and Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang University,Department of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075618349","display_name":"Haotian Jiang","orcid":"https://orcid.org/0000-0002-5952-7689"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Jiang","raw_affiliation_strings":["Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072908486","display_name":"Jing Gu","orcid":"https://orcid.org/0000-0002-0291-3263"},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Gu","raw_affiliation_strings":["Heilongjiang University,Department of Computer Science and Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang University,Department of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115840289","display_name":"Diliara Khairullina","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Diliara Khairullina","raw_affiliation_strings":["Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004971220","display_name":"Hui Cui","orcid":"https://orcid.org/0000-0001-8224-4698"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hui Cui","raw_affiliation_strings":["La Trobe University,Department of Computer Science and Information Technology,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"La Trobe University,Department of Computer Science and Information Technology,Melbourne,Australia","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765638","display_name":"Geng Chen","orcid":"https://orcid.org/0000-0001-8350-6581"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng Chen","raw_affiliation_strings":["Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Computer Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4247","last_page":"4252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5282142758369446},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4684593379497528},{"id":"https://openalex.org/keywords/microstructure","display_name":"Microstructure","score":0.44448989629745483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3929964005947113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3912582993507385},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2673691511154175},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1835150420665741},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.1639610230922699},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08466869592666626},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.07738080620765686}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5282142758369446},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4684593379497528},{"id":"https://openalex.org/C87976508","wikidata":"https://www.wikidata.org/wiki/Q1498213","display_name":"Microstructure","level":2,"score":0.44448989629745483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3929964005947113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3912582993507385},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2673691511154175},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1835150420665741},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.1639610230922699},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08466869592666626},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.07738080620765686},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2024729467","https://openalex.org/W2032254014","https://openalex.org/W2077559791","https://openalex.org/W2328247767","https://openalex.org/W2605497836","https://openalex.org/W2752441243","https://openalex.org/W2752796333","https://openalex.org/W2884436604","https://openalex.org/W2900936384","https://openalex.org/W2901826627","https://openalex.org/W3033099853","https://openalex.org/W3080483662","https://openalex.org/W3091744742","https://openalex.org/W3180355996","https://openalex.org/W4295747298","https://openalex.org/W4312933868","https://openalex.org/W4387225890","https://openalex.org/W6779823529","https://openalex.org/W6795288823","https://openalex.org/W6879628700"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2058940780","https://openalex.org/W2090404944","https://openalex.org/W2046332915","https://openalex.org/W2354424856","https://openalex.org/W2375093060","https://openalex.org/W2605776044","https://openalex.org/W2392473810"],"abstract_inverted_index":{"As":[0],"a":[1,70,79,86],"powerful":[2],"microstructural":[3,109,150],"imaging":[4,11,65],"technique,":[5],"neurite":[6],"orientation":[7],"dispersion":[8],"and":[9,85,106,161,179],"density":[10],"(NODDI)":[12],"provides":[13],"detailed":[14],"insights":[15],"into":[16],"brain":[17,172],"microstructures.":[18],"Its":[19],"clinical":[20,182],"application":[21],"is":[22,69],"often":[23],"restricted":[24],"by":[25],"the":[26,91,98,126,146,166],"necessity":[27],"for":[28,181],"high-quality":[29,56],"scanning,":[30],"which":[31],"can":[32],"be":[33],"challenging":[34],"to":[35,54,103,114,130,170],"achieve":[36],"in":[37,158],"practical":[38],"settings.":[39],"To":[40],"overcome":[41],"this":[42],"limitation,":[43],"we":[44],"propose":[45],"an":[46],"innovative":[47],"3D":[48],"conditional":[49,99],"latent":[50,100],"diffusion":[51,62,87,101],"model":[52,75,102],"(3D-CLDM)":[53],"generate":[55],"NODDI":[57],"index":[58],"maps":[59],"from":[60,125],"low-resolution":[61],"magnetic":[63],"resonance":[64],"data.":[66],"The":[67,136],"3D-CLDM":[68,169],"two-stage":[71],"super-resolved":[72,149],"microstructure":[73,173],"estimation":[74,151],"that":[76,111,139],"includes":[77],"training":[78],"vector":[80],"quantized":[81],"generative":[82],"adversarial":[83],"network":[84],"model.":[88],"It":[89],"leverages":[90],"sophisticated":[92],"high-dimensional":[93],"data":[94,124],"modeling":[95],"capabilities":[96],"of":[97,148,168],"effectively":[104],"capture":[105],"represent":[107],"intricate":[108],"features":[110],"are":[112],"difficult":[113],"detect":[115],"with":[116],"conventional":[117],"techniques.":[118],"We":[119],"conducted":[120],"comprehensive":[121],"experiments":[122],"using":[123],"human":[127],"connectome":[128],"project":[129],"rigorously":[131],"assess":[132],"our":[133,140],"model\u2019s":[134],"performance.":[135],"results":[137],"reveal":[138],"approach":[141],"not":[142],"only":[143],"significantly":[144],"improves":[145],"quality":[147],"but":[152],"also":[153],"surpasses":[154],"current":[155],"state-of-the-art":[156],"models":[157],"both":[159],"qualitative":[160],"quantitative":[162],"evaluations.":[163],"This":[164],"highlights":[165],"potential":[167],"advance":[171],"imaging,":[174],"making":[175],"it":[176],"more":[177],"feasible":[178],"effective":[180],"applications.":[183]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}