{"id":"https://openalex.org/W4406260467","doi":"https://doi.org/10.1109/bibm62325.2024.10821911","title":"SGX2CT: Self-part Guided 3D CT and Spine Model Reconstruction from Biplanar Lumbar X-rays","display_name":"SGX2CT: Self-part Guided 3D CT and Spine Model Reconstruction from Biplanar Lumbar X-rays","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406260467","doi":"https://doi.org/10.1109/bibm62325.2024.10821911"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821911","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":"article","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/A5102936495","display_name":"Kaiyu Guo","orcid":"https://orcid.org/0000-0002-4187-2839"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaiyu Guo","raw_affiliation_strings":["Sichuan University,West China Hospital,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"Sichuan University,West China Hospital,Chengdu,China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033811381","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0003-4388-526X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["Dyania Health"],"affiliations":[{"raw_affiliation_string":"Dyania Health","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085289939","display_name":"Xiandi Wang","orcid":"https://orcid.org/0000-0003-2214-2096"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiandi Wang","raw_affiliation_strings":["Sichuan University,West China Hospital,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"Sichuan University,West China Hospital,Chengdu,China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100456986","display_name":"Kang Li","orcid":"https://orcid.org/0000-0002-8136-9816"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Li","raw_affiliation_strings":["Sichuan University,West China Hospital,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"Sichuan University,West China Hospital,Chengdu,China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102936495"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23659343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3238","last_page":"3243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lumbar-spine","display_name":"Lumbar spine","score":0.6627644896507263},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.4567403197288513},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.44755202531814575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4448942542076111},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.3567422926425934},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3466784358024597},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.28293299674987793},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.28137820959091187},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.05662739276885986}],"concepts":[{"id":"https://openalex.org/C3017433307","wikidata":"https://www.wikidata.org/wiki/Q405478","display_name":"Lumbar spine","level":2,"score":0.6627644896507263},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.4567403197288513},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.44755202531814575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4448942542076111},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.3567422926425934},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3466784358024597},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.28293299674987793},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.28137820959091187},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.05662739276885986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821911","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":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W110829957","https://openalex.org/W2154240563","https://openalex.org/W2194775991","https://openalex.org/W2945719313","https://openalex.org/W2946702717","https://openalex.org/W2962785568","https://openalex.org/W3109389373","https://openalex.org/W3165336407","https://openalex.org/W3180355996","https://openalex.org/W3213877724","https://openalex.org/W4200150166","https://openalex.org/W4319034288","https://openalex.org/W4372346797","https://openalex.org/W4386299123","https://openalex.org/W4388971358","https://openalex.org/W6631190155","https://openalex.org/W6766978945","https://openalex.org/W6796378982"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Computed":[0],"tomography":[1],"(CT)":[2],"imaging,":[3,34],"characterized":[4],"by":[5,71],"its":[6,160],"high":[7],"contrast":[8],"sensitivity":[9],"and":[10,41,50,67,93,155],"spatial":[11],"resolution,":[12],"provides":[13],"detailed":[14],"insights":[15],"into":[16],"a":[17,78,104],"patient\u2019s":[18],"internal":[19],"anatomical":[20],"structures,":[21],"particularly":[22],"the":[23,27],"intricate":[24],"details":[25],"of":[26,46],"spinal":[28,52,94,156],"vertebrae.":[29],"Compared":[30],"to":[31,63,110,130,136],"conventional":[32],"X-ray":[33,56],"CT":[35,48,91,153],"scans":[36,92],"entail":[37],"higher":[38],"radiation":[39,65],"exposure":[40],"increased":[42],"costs.":[43],"The":[44],"reconstruction":[45,154],"three-dimensional":[47,89],"images":[49,57],"precise":[51],"models":[53,95],"from":[54,96],"two-dimensional":[55,97],"has":[58],"garnered":[59],"clinical":[60],"interest":[61],"due":[62],"lower":[64],"risks":[66],"improved":[68],"accessibility.":[69],"Inspired":[70],"self-supervised":[72],"learning":[73,82],"principles,":[74],"this":[75],"study":[76],"introduces":[77],"novel":[79],"self-guided":[80],"cross-domain":[81],"approach,":[83],"SGX2CT,":[84],"aimed":[85],"at":[86],"simultaneously":[87],"reconstructing":[88],"lumbar":[90,152],"X-rays":[98],"while":[99],"facilitating":[100],"mutual":[101],"reinforcement.":[102],"Specifically,":[103],"multi-domain":[105],"shared":[106],"generator":[107],"is":[108,128],"employed":[109],"acquire":[111],"robust":[112],"global":[113],"information,":[114],"coupled":[115],"with":[116],"perceptual":[117],"loss":[118],"functions":[119],"for":[120],"alignment":[121],"in":[122,139,150,163],"image":[123],"space.":[124],"Domain-specific":[125],"group":[126],"normalization":[127],"utilized":[129],"disentangle":[131],"distinct":[132],"features":[133],"across":[134],"domains":[135],"enhance":[137],"outcomes":[138],"each":[140],"domain.":[141],"Experimental":[142],"findings":[143],"demonstrate":[144],"that":[145],"SGX2CT":[146],"achieves":[147],"state-of-the-art":[148],"performance":[149],"both":[151],"model":[157],"generation,":[158],"underscoring":[159],"potential":[161],"utility":[162],"orthopedic":[164],"practice.":[165]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
