{"id":"https://openalex.org/W4400345778","doi":"https://doi.org/10.1007/s11517-024-03160-6","title":"ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration","display_name":"ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration","publication_year":2024,"publication_date":"2024-07-05","ids":{"openalex":"https://openalex.org/W4400345778","doi":"https://doi.org/10.1007/s11517-024-03160-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/38969811"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-024-03160-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03160-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03160-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03160-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045514493","display_name":"David Rivas-Villar","orcid":"https://orcid.org/0000-0001-7824-8098"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David Rivas-Villar","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain. david.rivas.villar@udc.es","Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain. david.rivas.villar@udc.es","Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain. david.rivas.villar@udc.es","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain. david.rivas.villar@udc.es","institution_ids":["https://openalex.org/I4210160015"]},{"raw_affiliation_string":"Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210160015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059859767","display_name":"\u00c1lvaro S. Hervella","orcid":"https://orcid.org/0000-0002-9080-9836"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro S. Hervella","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210160015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112735812","display_name":"Jos\u00e9 Rouco","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Rouco","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210160015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032144370","display_name":"Jorge Novo","orcid":"https://orcid.org/0000-0002-0125-3064"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210160015","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a","ror":"https://ror.org/04c9g9234","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160015"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Novo","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n y Tecnolog\u00edas de la Informaci\u00f3n, Universidade da Coru\u00f1a, A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Grupo VARPA, Instituto de Investigacion Biom\u00e9dica de A Coru\u00f1a (INIBIC), Universidade da Coru\u00f1a, A Coru\u00f1a, 15006, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210160015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045514493"],"corresponding_institution_ids":["https://openalex.org/I11019714","https://openalex.org/I4210160015"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":{"value":3690,"currency":"USD","value_usd":3690},"fwci":1.3377,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79770517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"62","issue":"12","first_page":"3721","last_page":"3736"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9954000115394592,"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":0.9930999875068665,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7175325155258179},{"id":"https://openalex.org/keywords/human-physiology","display_name":"Human physiology","score":0.6997299194335938},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.690658688545227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5997401475906372},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.5355920791625977},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.4779658019542694},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37980422377586365},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.17114019393920898},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1508876085281372}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7175325155258179},{"id":"https://openalex.org/C2986265897","wikidata":"https://www.wikidata.org/wiki/Q23852","display_name":"Human physiology","level":2,"score":0.6997299194335938},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.690658688545227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5997401475906372},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5355920791625977},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4779658019542694},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37980422377586365},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.17114019393920898},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1508876085281372},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012171","descriptor_name":"Retinal Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11517-024-03160-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03160-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03160-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:38969811","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38969811","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11568994","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11568994","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11568994/pdf/11517_2024_Article_3160.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Med Biol Eng Comput","raw_type":"Text"},{"id":"pmh:oai:ruc.udc.es:2183/37987","is_oa":true,"landing_page_url":"https://ruc.udc.es/dspace/bitstream/2183/37987/3/Hervella_AlvaroS_2024_ConKeD_multiview_contrastive_descriptor_learning_for_keypoint_based_retinal_image_registration.pdf","pdf_url":"http://hdl.handle.net/2183/37987","source":{"id":"https://openalex.org/S4306402204","display_name":"RUC (Universidade Da Coru\u00f1a)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11517-024-03160-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03160-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03160-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2860731967","display_name":null,"funder_award_id":"PID2019-108435RB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G3543877848","display_name":null,"funder_award_id":"PDC2022-133132-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G6216520340","display_name":null,"funder_award_id":"TED2021-131201B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8323770654","display_name":"Solicitud del Instituto de Investigaci\u00f3n Biom\u00e9dica de A Coru\u00f1a (INIBIC) para el Programa FORTALECE","funder_award_id":"FORT23/00010","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320334923","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400345778.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W908666655","https://openalex.org/W2047308964","https://openalex.org/W2058333183","https://openalex.org/W2085261163","https://openalex.org/W2144396085","https://openalex.org/W2327793514","https://openalex.org/W2444060082","https://openalex.org/W2468317448","https://openalex.org/W2737260104","https://openalex.org/W2744143982","https://openalex.org/W2787740020","https://openalex.org/W2891590469","https://openalex.org/W2891631795","https://openalex.org/W2899469976","https://openalex.org/W2918257301","https://openalex.org/W2954655225","https://openalex.org/W2963752842","https://openalex.org/W2985345218","https://openalex.org/W2999905431","https://openalex.org/W3014837238","https://openalex.org/W3022934455","https://openalex.org/W3035524453","https://openalex.org/W3037073017","https://openalex.org/W3043075211","https://openalex.org/W3098269293","https://openalex.org/W3099561884","https://openalex.org/W3104164805","https://openalex.org/W3113073264","https://openalex.org/W3186742534","https://openalex.org/W4200536733","https://openalex.org/W4213315373","https://openalex.org/W4230210008","https://openalex.org/W4240533956","https://openalex.org/W4242623661","https://openalex.org/W4290466076","https://openalex.org/W4295940597","https://openalex.org/W4312470625","https://openalex.org/W4379473376","https://openalex.org/W4381951226","https://openalex.org/W4387158865"],"related_works":["https://openalex.org/W4387265590","https://openalex.org/W1995904975","https://openalex.org/W3032712071","https://openalex.org/W4389019322","https://openalex.org/W1998839441","https://openalex.org/W2042490309","https://openalex.org/W3040090327","https://openalex.org/W2756647615","https://openalex.org/W2063658721","https://openalex.org/W83614871"],"abstract_inverted_index":{"Retinal":[0],"image":[1,31,148,187],"registration":[2,37],"is":[3],"of":[4,53,105,133,181],"utmost":[5],"importance":[6],"due":[7],"to":[8,26,35,65,142],"its":[9],"wide":[10],"applications":[11],"in":[12],"medical":[13],"practice.":[14],"In":[15,33],"this":[16],"context,":[17],"we":[18,78],"propose":[19],"ConKeD,":[20,77],"a":[21,42,95,172],"novel":[22,43,107],"deep":[23,96,182],"learning":[24,47],"approach":[25,40],"learn":[27,66],"descriptors":[28,68,81],"for":[29,146,185],"retinal":[30,147,186],"registration.":[32,188],"contrast":[34],"current":[36],"methods,":[38],"our":[39],"employs":[41],"multi-positive":[44,108],"multi-negative":[45,109,128],"contrastive":[46],"strategy":[48],"that":[49,91],"enables":[50],"the":[51,57,103,106,114,126,131,136,143,177],"utilization":[52],"additional":[54],"information":[55],"from":[56,69],"available":[58],"training":[59,71,160],"samples.":[60],"This":[61],"makes":[62],"it":[63,112],"possible":[64],"high-quality":[67],"limited":[70],"data.":[72],"To":[73],"train":[74],"and":[75,89,121,162,179],"evaluate":[76],"combine":[79],"these":[80],"with":[82,135],"domain-specific":[83,137],"keypoints,":[84,166],"particularly":[85],"blood":[86],"vessel":[87],"bifurcations":[88],"crossovers,":[90],"are":[92],"detected":[93,165],"using":[94],"neural":[97],"network.":[98],"Our":[99],"experimental":[100],"results":[101,141],"demonstrate":[102],"benefits":[104],"strategy,":[110],"as":[111,123,125,155],"outperforms":[113],"widely":[115],"used":[116],"triplet":[117],"loss":[118],"technique":[119],"(single-positive":[120],"single-negative)":[122],"well":[124],"single-positive":[127],"alternative.":[129],"Additionally,":[130],"combination":[132],"ConKeD":[134,170],"keypoints":[138],"produces":[139],"comparable":[140],"state-of-the-art":[144],"methods":[145,184],"registration,":[149],"while":[150],"offering":[151],"important":[152],"advantages":[153],"such":[154],"avoiding":[156],"pre-processing,":[157],"utilizing":[158],"fewer":[159,164],"samples,":[161],"requiring":[163],"among":[167],"others.":[168],"Therefore,":[169],"shows":[171],"promising":[173],"potential":[174],"towards":[175],"facilitating":[176],"development":[178],"application":[180],"learning-based":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}