{"id":"https://openalex.org/W3187145306","doi":"https://doi.org/10.1109/bhi50953.2021.9508540","title":"2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning","display_name":"2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning","publication_year":2021,"publication_date":"2021-07-27","ids":{"openalex":"https://openalex.org/W3187145306","doi":"https://doi.org/10.1109/bhi50953.2021.9508540","mag":"3187145306"},"language":"en","primary_location":{"id":"doi:10.1109/bhi50953.2021.9508540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi50953.2021.9508540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","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/A5036282658","display_name":"Jeroen Van Houtte","orcid":"https://orcid.org/0000-0001-7520-7143"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Van Houtte","raw_affiliation_strings":["imec-Vision Lab, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-Vision Lab, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050214615","display_name":"Xiaoru Gao","orcid":"https://orcid.org/0000-0002-0249-3836"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoru Gao","raw_affiliation_strings":["Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054696921","display_name":"Jan Sijbers","orcid":"https://orcid.org/0000-0003-4225-2487"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan Sijbers","raw_affiliation_strings":["imec-Vision Lab, University of Antwerp, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-Vision Lab, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088035307","display_name":"Guoyan Zheng","orcid":"https://orcid.org/0000-0003-4173-0379"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyan Zheng","raw_affiliation_strings":["Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9991000294685364,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9991000294685364,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9951000213623047,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.8100975751876831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7015202045440674},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.6912539601325989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6092000007629395},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.5865806341171265},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5677374601364136},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.5591019988059998},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.5475209951400757},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5186225771903992},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49869656562805176},{"id":"https://openalex.org/keywords/3d-model","display_name":"3d model","score":0.4362666606903076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3970784842967987},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24955224990844727},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16262054443359375},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15911400318145752},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15516597032546997},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.14763110876083374},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14303657412528992},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10894781351089478},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.10738423466682434}],"concepts":[{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.8100975751876831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7015202045440674},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.6912539601325989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092000007629395},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.5865806341171265},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5677374601364136},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.5591019988059998},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.5475209951400757},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5186225771903992},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49869656562805176},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.4362666606903076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3970784842967987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24955224990844727},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16262054443359375},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15911400318145752},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15516597032546997},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.14763110876083374},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14303657412528992},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10894781351089478},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.10738423466682434},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bhi50953.2021.9508540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi50953.2021.9508540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmh:c:irua:180589","is_oa":false,"landing_page_url":"https://hdl.handle.net/10067/1805890151162165141","pdf_url":null,"source":{"id":"https://openalex.org/S4306401849","display_name":"Institutional Repository University of Antwerp (University of Antwerp)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149213910","host_organization_name":"University of Antwerp","host_organization_lineage":["https://openalex.org/I149213910"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1562588531","https://openalex.org/W2034167833","https://openalex.org/W2037306008","https://openalex.org/W2523510515","https://openalex.org/W2799913653","https://openalex.org/W2805658037","https://openalex.org/W2891631795","https://openalex.org/W2897453080","https://openalex.org/W2942898086","https://openalex.org/W2963270077","https://openalex.org/W2965761874","https://openalex.org/W2978608169","https://openalex.org/W3002416702","https://openalex.org/W3010754154","https://openalex.org/W3022525506","https://openalex.org/W3092242645","https://openalex.org/W3104117055","https://openalex.org/W3104164805","https://openalex.org/W3109389373","https://openalex.org/W6750750055","https://openalex.org/W6775212149"],"related_works":["https://openalex.org/W2314146950","https://openalex.org/W2011187995","https://openalex.org/W2373521488","https://openalex.org/W1990901612","https://openalex.org/W1967071448","https://openalex.org/W2089006188","https://openalex.org/W1563182311","https://openalex.org/W138041562","https://openalex.org/W2156395569","https://openalex.org/W4312759412"],"abstract_inverted_index":{"Deep":[0],"learning-based":[1],"(DL)":[2],"solutions":[3],"are":[4],"increasingly":[5],"been":[6,70],"adopted":[7],"for":[8,32],"2D/3D":[9,33],"registration":[10],"as":[11],"they":[12],"can":[13],"achieve":[14],"faster":[15],"3D":[16],"reconstructions":[17],"from":[18],"2D":[19],"radiographs":[20,75],"compared":[21],"to":[22,41],"classical":[23],"methods.":[24],"This":[25],"study":[26],"proposes":[27],"a":[28,57,62],"novel":[29],"semi-supervised":[30],"DL-network":[31],"registration,":[34],"in":[35],"which":[36],"an":[37,53],"atlas":[38,49],"is":[39,50],"registered":[40],"two":[42],"orthogonal":[43],"radiographs.":[44],"The":[45,67],"deformation":[46,59,65],"of":[47,52,76],"the":[48],"composed":[51],"affine":[54],"transformation":[55],"and":[56],"local":[58],"constrained":[60],"by":[61],"B-spline-based":[63],"statistical":[64],"model.":[66],"network":[68],"has":[69],"validated":[71],"on":[72],"digitally":[73],"reconstructed":[74],"femur":[77],"CT":[78],"images.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}