{"id":"https://openalex.org/W2795063884","doi":"https://doi.org/10.1109/tip.2018.2820424","title":"Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis","display_name":"Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis","publication_year":2018,"publication_date":"2018-03-30","ids":{"openalex":"https://openalex.org/W2795063884","doi":"https://doi.org/10.1109/tip.2018.2820424","mag":"2795063884","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994091"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2018.2820424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2820424","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6165687","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012899268","display_name":"Xiaohuan Cao","orcid":"https://orcid.org/0000-0002-2413-114X"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"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","US"],"is_corresponding":true,"raw_author_name":"Xiaohuan Cao","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103214860","display_name":"Jianhua Yang","orcid":"https://orcid.org/0000-0001-8765-8662"},"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":"Jianhua Yang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","School of Automation, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075338951","display_name":"Yaozong Gao","orcid":"https://orcid.org/0000-0002-7547-5209"},"institutions":[{"id":"https://openalex.org/I4210135459","display_name":"United Imaging Healthcare (China)","ror":"https://ror.org/03qqw3m37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135459"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaozong Gao","raw_affiliation_strings":["Shanghai United Imaging Intelligence Company, Ltd., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai United Imaging Intelligence Company, Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210135459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391054","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0002-3490-3836"},"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":"Qian Wang","raw_affiliation_strings":["Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Brain and Cognitive Engineering, Korea University, Seoul, South Korea","Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012899268"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":2.9785,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93696178,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"27","issue":"7","first_page":"3500","last_page":"3512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9980999827384949,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9962999820709229,"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/image-registration","display_name":"Image registration","score":0.7712191343307495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7301634550094604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6644973754882812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628034710884094},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4485515356063843},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4413435459136963},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4386473596096039},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.28317415714263916},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2388337254524231},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21447154879570007}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7712191343307495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7301634550094604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6644973754882812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628034710884094},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4485515356063843},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4413435459136963},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4386473596096039},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.28317415714263916},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2388337254524231},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21447154879570007},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2018.2820424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2820424","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:29994091","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994091","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":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6165687","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6165687","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Image Process","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6165687","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6165687","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Image Process","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.550000011920929,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1478208937","display_name":null,"funder_award_id":"AG053867","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1666955300","display_name":null,"funder_award_id":"81471733","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3712795371","display_name":null,"funder_award_id":"61401271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4739438220","display_name":null,"funder_award_id":"61473190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5960771336","display_name":null,"funder_award_id":"16410722400","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G7532490465","display_name":null,"funder_award_id":"CA206100","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7816344677","display_name":null,"funder_award_id":"16511101100","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G8995263241","display_name":null,"funder_award_id":"2017YFC0107600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W66427752","https://openalex.org/W137456267","https://openalex.org/W192648262","https://openalex.org/W273955616","https://openalex.org/W1508195517","https://openalex.org/W1561382817","https://openalex.org/W1592395874","https://openalex.org/W1600026247","https://openalex.org/W1802125594","https://openalex.org/W1874027545","https://openalex.org/W1970928383","https://openalex.org/W1971196148","https://openalex.org/W1980114101","https://openalex.org/W1983592655","https://openalex.org/W1987246402","https://openalex.org/W1998710995","https://openalex.org/W2004537679","https://openalex.org/W2027798120","https://openalex.org/W2035397698","https://openalex.org/W2048925956","https://openalex.org/W2056176804","https://openalex.org/W2056236664","https://openalex.org/W2059905564","https://openalex.org/W2081599679","https://openalex.org/W2084986282","https://openalex.org/W2085715108","https://openalex.org/W2087512379","https://openalex.org/W2090502560","https://openalex.org/W2102099319","https://openalex.org/W2103857226","https://openalex.org/W2110375187","https://openalex.org/W2112773824","https://openalex.org/W2117204935","https://openalex.org/W2124066777","https://openalex.org/W2124386111","https://openalex.org/W2127956423","https://openalex.org/W2128409098","https://openalex.org/W2129259959","https://openalex.org/W2129361132","https://openalex.org/W2131747574","https://openalex.org/W2136145485","https://openalex.org/W2136503713","https://openalex.org/W2140760626","https://openalex.org/W2143667750","https://openalex.org/W2148726987","https://openalex.org/W2155634500","https://openalex.org/W2156875677","https://openalex.org/W2157848968","https://openalex.org/W2177274842","https://openalex.org/W2208340121","https://openalex.org/W2344669114","https://openalex.org/W2523468284","https://openalex.org/W2526921890","https://openalex.org/W2593831960","https://openalex.org/W2613483135","https://openalex.org/W2724710774","https://openalex.org/W2752246523","https://openalex.org/W2754938078","https://openalex.org/W2801097543","https://openalex.org/W3097096317","https://openalex.org/W6602702783","https://openalex.org/W6610017368","https://openalex.org/W6676072126","https://openalex.org/W6680252069","https://openalex.org/W6727576312","https://openalex.org/W6728179929","https://openalex.org/W6743859884"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W4306353150","https://openalex.org/W8219677","https://openalex.org/W2168054807","https://openalex.org/W2058990474","https://openalex.org/W4379801084","https://openalex.org/W2471562626","https://openalex.org/W2461863667","https://openalex.org/W2295804706","https://openalex.org/W3168515805"],"abstract_inverted_index":{"Registration":[0],"of":[1,15,48,153,168,193],"pelvic":[2,49,52,70],"CT":[3,25,134],"and":[4,29,43,85,117,141,176],"MRI":[5,30,143],"is":[6,55,156],"highly":[7,56],"desired":[8],"as":[9],"it":[10],"can":[11],"facilitate":[12],"effective":[13],"fusion":[14],"two":[16,103],"modalities":[17,104,116],"for":[18,26,31,68,105,121,138,147,173,199],"prostate":[19,202],"cancer":[20,203],"radiation":[21,204],"therapy,":[22],"i.e.,":[23],"using":[24],"dose":[27],"planning":[28],"accurate":[32],"organ":[33],"delineation.":[34],"However,":[35],"due":[36],"to":[37,74,95,135,144,162,196],"the":[38,44,51,76,97,102,107,126,160,165,169,191,200],"large":[39,77],"inter-modality":[40],"appearance":[41,78],"gaps":[42],"high":[45],"shape/appearance":[46],"variations":[47],"organs,":[50],"CT/MRI":[53],"registration":[54,66,179,187],"challenging.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,80,109,131],"propose":[62],"a":[63],"region-adaptive":[64,127],"deformable":[65,178],"method":[67,195],"multi-modal":[69,186],"image":[71,87],"registration.":[72],"Specifically,":[73],"handle":[75],"gaps,":[79],"first":[81],"perform":[82],"both":[83,115,174],"CT-to-MRI":[84],"MRI-to-CT":[86],"synthesis":[88],"by":[89],"multi-target":[90],"regression":[91],"forest":[92],"(MT-RF).":[93],"Then,":[94],"use":[96,118,133,142],"complementary":[98],"anatomical":[99],"information":[100],"in":[101,125],"steering":[106],"registration,":[108,161],"select":[110],"key":[111,154],"points":[112,155],"automatically":[113],"from":[114],"them":[119],"together":[120],"guiding":[122],"correspondence":[123],"detection":[124],"fashion.":[128],"That":[129],"is,":[130],"mainly":[132],"establish":[136,145],"correspondences":[137,146],"bone":[139],"regions,":[140],"soft":[148],"tissue":[149],"regions.":[150],"The":[151],"number":[152],"increased":[157],"gradually":[158],"during":[159],"hierarchically":[163],"guide":[164],"symmetric":[166],"estimation":[167],"deformation":[170],"fields.":[171],"Experiments":[172],"intra-subject":[175],"inter-subject":[177],"show":[180],"improved":[181],"performances":[182],"compared":[183],"with":[184],"state-of-the-art":[185],"methods,":[188],"which":[189],"demonstrate":[190],"potentials":[192],"our":[194],"be":[197],"applied":[198],"routine":[201],"therapy.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}