{"id":"https://openalex.org/W4392909934","doi":"https://doi.org/10.1109/icassp48485.2024.10445904","title":"Mutualreg: Mutual Learning for Unsupervised Medical Image Registration","display_name":"Mutualreg: Mutual Learning for Unsupervised Medical Image Registration","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392909934","doi":"https://doi.org/10.1109/icassp48485.2024.10445904"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5100361996","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-9693-8508"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354882","display_name":"Wenyi Wang","orcid":"https://orcid.org/0000-0001-6923-8613"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyi Wang","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","Harbin Institute of Technology,School of Computer Science and Technology,Shenzhen,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085070313","display_name":"Nuo Shen","orcid":"https://orcid.org/0000-0002-7506-9059"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuo Shen","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391700","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-6853-7785"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","Harbin Institute of Technology,School of Computer Science and Technology,Shenzhen,China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Shenzhen,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049558861","display_name":"Kuanquan Wang","orcid":"https://orcid.org/0000-0003-1347-3491"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuanquan Wang","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043556359","display_name":"Qince Li","orcid":"https://orcid.org/0000-0003-3447-7352"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qince Li","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107919406","display_name":"Yongfeng Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongfeng Yuan","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043271142","display_name":"Henggui Zhang","orcid":"https://orcid.org/0000-0002-0863-5807"},"institutions":[{"id":"https://openalex.org/I3017480383","display_name":"Southwest Medical University","ror":"https://ror.org/00g2rqs52","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3017480383"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Henggui Zhang","raw_affiliation_strings":["Institute of Cardiovascular Research, Southwest Medical University,Luzhou,China","Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China","School of Physics and Astronomy, The University of Manchester, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Cardiovascular Research, Southwest Medical University,Luzhou,China","institution_ids":["https://openalex.org/I3017480383"]},{"raw_affiliation_string":"Institute of Cardiovascular Research, Southwest Medical University, Luzhou, China","institution_ids":["https://openalex.org/I3017480383"]},{"raw_affiliation_string":"School of Physics and Astronomy, The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091843570","display_name":"Gongning Luo","orcid":"https://orcid.org/0000-0003-3662-0335"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongning Luo","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100361996"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.2624,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46933184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1561","last_page":"1565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.7996199131011963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.632095217704773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5261425971984863},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4774618446826935},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4694834351539612},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.45681867003440857},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4264799654483795},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.42340123653411865},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3337419629096985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7996199131011963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.632095217704773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5261425971984863},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4774618446826935},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4694834351539612},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.45681867003440857},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4264799654483795},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.42340123653411865},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3337419629096985},{"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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1983592655","https://openalex.org/W2016974693","https://openalex.org/W2413073178","https://openalex.org/W2620998106","https://openalex.org/W2891631795","https://openalex.org/W2895281799","https://openalex.org/W2964184998","https://openalex.org/W3013056581","https://openalex.org/W3035422681","https://openalex.org/W3092446792","https://openalex.org/W3194662286","https://openalex.org/W3201949857","https://openalex.org/W4224237482","https://openalex.org/W4225927986","https://openalex.org/W4285143974","https://openalex.org/W4287084109","https://openalex.org/W4294982475","https://openalex.org/W4296194982","https://openalex.org/W4306914348","https://openalex.org/W4387225755","https://openalex.org/W4387225789","https://openalex.org/W4404212754","https://openalex.org/W6855544418"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W2038239089","https://openalex.org/W4312518048","https://openalex.org/W2996769815"],"abstract_inverted_index":{"Recently,":[0],"self-training":[1],"strategies":[2,15],"have":[3],"shown":[4],"outstanding":[5],"performance":[6],"in":[7],"the":[8,92,98,102,114,120,139],"unsupervised":[9],"medical":[10],"image":[11],"registration":[12,50,142],"field.":[13],"These":[14],"use":[16],"their":[17,38],"own":[18],"network":[19,27,94,111],"to":[20,25,76,86,113,130],"generate":[21,77],"pseudo-displacement":[22],"fields":[23],"(PFs)":[24],"supervise":[26],"training.":[28,68],"However,":[29],"limited":[30],"diversity":[31],"and":[32,60,80,83,95,108],"accuracy":[33],"of":[34,117,135],"these":[35,42],"PFs":[36],"hinder":[37],"effectiveness.":[39,150],"To":[40],"address":[41],"limitations,":[43],"we":[44,104,122],"propose":[45],"a":[46,106,124],"novel":[47],"mutual":[48],"learning":[49,96],"paradigm":[51],"(MutualReg),":[52],"where":[53],"knowledge":[54,89,136],"is":[55,152],"distilled":[56],"mutually":[57],"between":[58],"teacher":[59,93,110],"student":[61,99],"networks":[62],"for":[63],"alternate":[64],"improvement":[65],"via":[66],"recursive":[67],"This":[69],"involves":[70],"two":[71],"fundamental":[72],"challenges:":[73],"1)":[74],"how":[75,85],"more":[78],"diverse":[79],"accurate":[81],"PFs;":[82],"2)":[84],"effectively":[87],"integrate":[88],"distillation":[90],"from":[91,97,154],"network.":[100],"For":[101,119],"former,":[103],"employ":[105],"different":[107],"powerful":[109],"thanks":[112],"decoupling":[115],"nature":[116],"MutualReg.":[118],"latter,":[121],"introduce":[123],"Voxel-wise":[125],"Reliability":[126],"Criterion":[127],"(VRC)":[128],"module":[129],"retain":[131],"reliable":[132],"voxel":[133],"locations":[134],"distillation.":[137],"In":[138],"abdominal":[140],"CT":[141],"task,":[143],"MutualReg":[144],"outperforms":[145],"state-of-the-art":[146],"competitors,":[147],"demonstrating":[148],"its":[149],"Code":[151],"available":[153],"https://github.com/PerceptionComputingLab/MutualReg/.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
