{"id":"https://openalex.org/W3128805475","doi":"https://doi.org/10.1007/978-3-030-68107-4_19","title":"Disentangled Representations for Domain-Generalized Cardiac Segmentation","display_name":"Disentangled Representations for Domain-Generalized Cardiac Segmentation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3128805475","doi":"https://doi.org/10.1007/978-3-030-68107-4_19","mag":"3128805475"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68107-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68107-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/61cf8150-8315-4be2-8452-bac73731bb4e","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100441021","display_name":"Xiao Liu","orcid":"https://orcid.org/0009-0002-4458-4856"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xiao Liu","raw_affiliation_strings":["School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015117681","display_name":"Spyridon Thermos","orcid":"https://orcid.org/0000-0001-5458-6906"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Spyridon Thermos","raw_affiliation_strings":["School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056737139","display_name":"Agisilaos Chartsias","orcid":"https://orcid.org/0000-0002-3512-5247"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Agisilaos Chartsias","raw_affiliation_strings":["School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050825546","display_name":"Alison Q. O\u2019Neil","orcid":"https://orcid.org/0000-0001-8371-0603"},"institutions":[{"id":"https://openalex.org/I4210096254","display_name":"Medical Research Scotland","ror":"https://ror.org/00saj4962","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210096254"]},{"id":"https://openalex.org/I4210119294","display_name":"Canon (United Kingdom)","ror":"https://ror.org/02s95xt63","country_code":"GB","type":"company","lineage":["https://openalex.org/I1320697193","https://openalex.org/I4210119294"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison O\u2019Neil","raw_affiliation_strings":["Canon Medical Research Europe Ltd., Edinburgh, UK","School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK"],"affiliations":[{"raw_affiliation_string":"Canon Medical Research Europe Ltd., Edinburgh, UK","institution_ids":["https://openalex.org/I4210096254","https://openalex.org/I4210119294"]},{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054437456","display_name":"Sotirios A. Tsaftaris","orcid":"https://orcid.org/0000-0002-8795-9294"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sotirios A. Tsaftaris","raw_affiliation_strings":["School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","The Alan Turing Institute, London, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Edinburgh, Edinburgh, EH9 3FB, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100441021"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":13.1561,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.99290696,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9872999787330627,"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":0.9872999787330627,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8380571603775024},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.748528242111206},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6986732482910156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6371796131134033},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.511667013168335},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5071957111358643},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5024607181549072},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.49409106373786926},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4706548750400543},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.45234692096710205},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4286000430583954},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.41233766078948975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3955582082271576},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37669724225997925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3491193652153015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06304335594177246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8380571603775024},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.748528242111206},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6986732482910156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371796131134033},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.511667013168335},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5071957111358643},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5024607181549072},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.49409106373786926},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4706548750400543},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.45234692096710205},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4286000430583954},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.41233766078948975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3955582082271576},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37669724225997925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3491193652153015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06304335594177246},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-68107-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68107-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/61cf8150-8315-4be2-8452-bac73731bb4e","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/61cf8150-8315-4be2-8452-bac73731bb4e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu, X, Thermos, S, Chartsias, A, O'Neil, A & Tsaftaris, S 2021, Disentangled Representations for Domain-generalized Cardiac Segmentation. in STACOM: International Workshop on Statistical Atlases and Computational Models of the Heart : Statistical Atlases and Computational Models of the Heart. M &Ms and EMIDEC Challenges. Lecture Notes in Computer Science, vol. 12592, pp. 187-195, 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Lima, Peru, 4/10/20. https://doi.org/10.1007/978-3-030-68107-4_19","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/61cf8150-8315-4be2-8452-bac73731bb4e","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11820/61cf8150-8315-4be2-8452-bac73731bb4e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu, X, Thermos, S, Chartsias, A, O'Neil, A & Tsaftaris, S 2021, Disentangled Representations for Domain-generalized Cardiac Segmentation. in STACOM: International Workshop on Statistical Atlases and Computational Models of the Heart : Statistical Atlases and Computational Models of the Heart. M &Ms and EMIDEC Challenges. Lecture Notes in Computer Science, vol. 12592, pp. 187-195, 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Lima, Peru, 4/10/20. https://doi.org/10.1007/978-3-030-68107-4_19","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/61cf8150-8315-4be2-8452-bac73731bb4e","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/61cf8150-8315-4be2-8452-bac73731bb4e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu, X, Thermos, S, Chartsias, A, O'Neil, A & Tsaftaris, S 2021, Disentangled Representations for Domain-generalized Cardiac Segmentation. in STACOM: International Workshop on Statistical Atlases and Computational Models of the Heart : Statistical Atlases and Computational Models of the Heart. M &Ms and EMIDEC Challenges. Lecture Notes in Computer Science, vol. 12592, pp. 187-195, 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Lima, Peru, 4/10/20. https://doi.org/10.1007/978-3-030-68107-4_19","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320320332","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W1920962657","https://openalex.org/W2592929672","https://openalex.org/W2603777577","https://openalex.org/W2734349601","https://openalex.org/W2891179298","https://openalex.org/W2897944447","https://openalex.org/W2907262790","https://openalex.org/W2914649379","https://openalex.org/W2949117887","https://openalex.org/W2959170286","https://openalex.org/W2962736273","https://openalex.org/W2962885625","https://openalex.org/W2963351448","https://openalex.org/W2963826681","https://openalex.org/W2964121744","https://openalex.org/W2964250774","https://openalex.org/W2970971581","https://openalex.org/W2991769730","https://openalex.org/W3001157157","https://openalex.org/W3096165964","https://openalex.org/W3101612813","https://openalex.org/W6785245291"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2251519152"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
