{"id":"https://openalex.org/W4396877811","doi":"https://doi.org/10.1109/tmi.2024.3400603","title":"GroupMorph: Medical Image Registration via Grouping Network With Contextual Fusion","display_name":"GroupMorph: Medical Image Registration via Grouping Network With Contextual Fusion","publication_year":2024,"publication_date":"2024-05-13","ids":{"openalex":"https://openalex.org/W4396877811","doi":"https://doi.org/10.1109/tmi.2024.3400603","pmid":"https://pubmed.ncbi.nlm.nih.gov/38739510"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3400603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3400603","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zuopeng Tan","orcid":"https://orcid.org/0009-0004-9718-2337"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zuopeng Tan","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0004-9718-2337","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015500789","display_name":"Lihe Zhang","orcid":"https://orcid.org/0000-0002-9241-1688"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihe Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-9241-1688","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014234636","display_name":"Yanan Lv","orcid":"https://orcid.org/0000-0003-0670-4044"},"institutions":[{"id":"https://openalex.org/I4210106378","display_name":"Dalian Municipal Central Hospital","ror":"https://ror.org/01n6v0a11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210106378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Lv","raw_affiliation_strings":["Department of Radiology, Dalian Municipal Central Hospital, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Dalian Municipal Central Hospital, Dalian, China","institution_ids":["https://openalex.org/I4210106378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109416036","display_name":"Yili Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106378","display_name":"Dalian Municipal Central Hospital","ror":"https://ror.org/01n6v0a11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210106378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yili Ma","raw_affiliation_strings":["Department of Radiology, Dalian Municipal Central Hospital, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Dalian Municipal Central Hospital, Dalian, China","institution_ids":["https://openalex.org/I4210106378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006986293","display_name":"Huchuan Lu","orcid":"https://orcid.org/0000-0002-6668-9758"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huchuan Lu","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6668-9758","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":5.6556,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96978219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"43","issue":"11","first_page":"3807","last_page":"3819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9987000226974487,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.8027043342590332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195395231246948},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.665917158126831},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6079977750778198},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.5981379747390747},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5524573922157288},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5130566358566284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49145400524139404},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4428706169128418},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.4311944842338562},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.42737922072410583},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3524770736694336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14368769526481628},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08733484148979187}],"concepts":[{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.8027043342590332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195395231246948},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.665917158126831},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6079977750778198},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.5981379747390747},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5524573922157288},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5130566358566284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49145400524139404},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4428706169128418},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.4311944842338562},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.42737922072410583},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3524770736694336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14368769526481628},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08733484148979187},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3400603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3400603","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:38739510","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38739510","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 medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2300386902","display_name":null,"funder_award_id":"62276046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2743260224","display_name":null,"funder_award_id":"2023JJ12GX015","funder_id":"https://openalex.org/F4320336584","funder_display_name":"Dalian Science and Technology Innovation Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336584","display_name":"Dalian Science and Technology Innovation Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1579576867","https://openalex.org/W1888801276","https://openalex.org/W1901129140","https://openalex.org/W1970928383","https://openalex.org/W1998710995","https://openalex.org/W2007153649","https://openalex.org/W2052017695","https://openalex.org/W2103857226","https://openalex.org/W2113576511","https://openalex.org/W2150534249","https://openalex.org/W2155298532","https://openalex.org/W2158167845","https://openalex.org/W2170167891","https://openalex.org/W2411377185","https://openalex.org/W2787740020","https://openalex.org/W2922479016","https://openalex.org/W2966108228","https://openalex.org/W2979378912","https://openalex.org/W2979954794","https://openalex.org/W2983976417","https://openalex.org/W3035201239","https://openalex.org/W3047142913","https://openalex.org/W3092031931","https://openalex.org/W3092212736","https://openalex.org/W3092446792","https://openalex.org/W3136762441","https://openalex.org/W3176521625","https://openalex.org/W3199172679","https://openalex.org/W3202321080","https://openalex.org/W3202981257","https://openalex.org/W4213089245","https://openalex.org/W4226497331","https://openalex.org/W4229042434","https://openalex.org/W4253114945","https://openalex.org/W4283009331","https://openalex.org/W4285043489","https://openalex.org/W4321021170","https://openalex.org/W6618372016","https://openalex.org/W6794262402"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W4243305035","https://openalex.org/W3205445068","https://openalex.org/W3134004915","https://openalex.org/W2092492017"],"abstract_inverted_index":{"Pyramid-based":[0],"deformation":[1,12,62,85,100,150],"decomposition":[2],"is":[3,106,122,152,166],"a":[4,44,99,118],"promising":[5],"registration":[6,46],"framework,":[7],"which":[8,31,108],"gradually":[9],"decomposes":[10],"the":[11,36,57,75,126,131,135,139,144,147,161],"field":[13,63,101,104,136],"into":[14],"multi-resolution":[15],"subfields":[16,86,151],"for":[17,134],"precise":[18],"registration.":[19],"However,":[20],"most":[21],"pyramid-based":[22,53],"methods":[23],"directly":[24],"produce":[25],"one":[26],"subfield":[27],"per":[28],"resolution":[29],"level,":[30],"does":[32],"not":[33],"fully":[34],"depict":[35],"spatial":[37],"deformation.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,55,68],"propose":[43],"novel":[45],"model,":[47],"called":[48],"GroupMorph.":[49,164],"Different":[50],"from":[51],"typical":[52],"methods,":[54],"adopt":[56],"grouping-combination":[58],"strategy":[59],"to":[60,73,124],"predict":[61],"at":[64,168],"each":[65],"resolution.":[66],"Specifically,":[67],"perform":[69],"group-wise":[70],"correlation":[71],"calculation":[72],"measure":[74],"similarities":[76],"of":[77,84,138,163],"grouped":[78],"features.":[79],"After":[80],"that,":[81],"n":[82],"groups":[83],"with":[87,102],"different":[88],"receptive":[89],"fields":[90],"are":[91],"predicted":[92],"in":[93],"parallel.":[94],"By":[95,142],"composing":[96],"these":[97],"subfields,":[98],"multi-receptive":[103],"ranges":[105],"formed,":[107],"can":[109],"effectively":[110],"identify":[111],"both":[112],"large":[113],"and":[114,129],"small":[115],"deformations.":[116],"Meanwhile,":[117],"contextual":[119,127],"fusion":[120],"module":[121],"designed":[123],"fuse":[125],"features":[128],"provide":[130],"inter-group":[132,145],"information":[133],"estimator":[137],"next":[140],"level.":[141],"leveraging":[143],"correspondence,":[146],"synergy":[148],"among":[149],"enhanced.":[153],"Extensive":[154],"experiments":[155],"on":[156],"four":[157],"public":[158],"datasets":[159],"demonstrate":[160],"effectiveness":[162],"Code":[165],"available":[167],"https://github.com/TVayne/GroupMorph.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":24}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
