{"id":"https://openalex.org/W4391452799","doi":"https://doi.org/10.1007/978-3-031-52448-6_3","title":"Deep Learning for\u00a0Automatic Strain Quantification in\u00a0Arrhythmogenic Right Ventricular Cardiomyopathy","display_name":"Deep Learning for\u00a0Automatic Strain Quantification in\u00a0Arrhythmogenic Right Ventricular Cardiomyopathy","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391452799","doi":"https://doi.org/10.1007/978-3-031-52448-6_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-52448-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-52448-6_3","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://handle.uba.uva.nl/personal/pure/en/publications/deep-learning-forautomatic-strain-quantification-inarrhythmogenic-right-ventricular-cardiomyopathy(3613437a-b600-4bf8-acec-d0b0521102a2).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093356462","display_name":"Laura Alvarez-Florez","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"funder","lineage":["https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Laura Alvarez-Florez","raw_affiliation_strings":["Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210151833","https://openalex.org/I887064364"]},{"raw_affiliation_string":"Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103072259","display_name":"J\u00f6rg Sander","orcid":"https://orcid.org/0000-0001-5047-9257"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Sander","raw_affiliation_strings":["Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062671850","display_name":"Mimount Bourfiss","orcid":"https://orcid.org/0000-0001-5820-4610"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"funder","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mimount Bourfiss","raw_affiliation_strings":["Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086890846","display_name":"Fleur V.Y. Tjong","orcid":"https://orcid.org/0000-0001-9608-0081"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"funder","lineage":["https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Fleur V. Y. Tjong","raw_affiliation_strings":["Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands","Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Heart Center, Department of Clinical and Experimental Cardiology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210151833","https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069986738","display_name":"Birgitta K. Velthuis","orcid":"https://orcid.org/0000-0002-2542-9474"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"funder","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Birgitta K. Velthuis","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, University Medical Center Utrecht, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, University Medical Center Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084070018","display_name":"Ivana I\u0161gum","orcid":"https://orcid.org/0000-0003-1869-5034"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ivana I\u0161gum","raw_affiliation_strings":["Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands","Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093356462"],"corresponding_institution_ids":["https://openalex.org/I4210151833","https://openalex.org/I887064364"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.41,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95860771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11922","display_name":"Cardiovascular Effects of Exercise","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11922","display_name":"Cardiovascular Effects of Exercise","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11246","display_name":"Sports injuries and prevention","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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":0.6415190696716309},{"id":"https://openalex.org/keywords/strain","display_name":"Strain (injury)","score":0.5295876860618591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5171648859977722},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49235641956329346},{"id":"https://openalex.org/keywords/cardiomyopathy","display_name":"Cardiomyopathy","score":0.48568305373191833},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4365992844104767},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4047048091888428},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16292619705200195},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.1089102029800415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415190696716309},{"id":"https://openalex.org/C2778022156","wikidata":"https://www.wikidata.org/wiki/Q576145","display_name":"Strain (injury)","level":2,"score":0.5295876860618591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5171648859977722},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49235641956329346},{"id":"https://openalex.org/C2778797674","wikidata":"https://www.wikidata.org/wiki/Q847583","display_name":"Cardiomyopathy","level":3,"score":0.48568305373191833},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4365992844104767},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4047048091888428},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16292619705200195},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.1089102029800415}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-52448-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-52448-6_3","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:dare.uva.nl:openaire/3613437a-b600-4bf8-acec-d0b0521102a2","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/deep-learning-forautomatic-strain-quantification-inarrhythmogenic-right-ventricular-cardiomyopathy(3613437a-b600-4bf8-acec-d0b0521102a2).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alvarez-Florez, L, Sander, J, Bourfiss, M, Tjong, F V Y, Velthuis, B K & I\u0161gum, I 2024, Deep Learning for\u00a0Automatic Strain Quantification in\u00a0Arrhythmogenic Right Ventricular Cardiomyopathy. in O Camara, E Puyol-Ant\u00f3n, M Sermesant, A Suinesiaputra, Q Tao, C Wang & A Young (eds), Statistical Atlases and Computational Models of the Heart: Regular and CMRxRecon Challenge Papers : 14th International Workshop, STACOM 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : revised selected papers. Lecture Notes in Computer Science, vol. 14507, Cham, pp. 25\u201334, 14th international workshop on Statistical Atlases and Computational Models of the Heart, Vancouver, British Columbia, Canada, 12/10/23. https://doi.org/10.1007/978-3-031-52448-6_3","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire/1aa23f93-8459-454f-b1d4-e8317c427147","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/1aa23f93-8459-454f-b1d4-e8317c427147","pdf_url":"https://pure.amsterdamumc.nl/ws/files/141386897/Deep-learning-for-automatic-strain-quantification-in-arrhythmogenic-right-ventricular-cardiomyopathy.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"Alvarez-Florez, L, Sander, J R, Bourfiss, M, Tjong, F V Y, Velthuis, B K & I\u0161gum, I 2024, Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy. in O Camara, E Puyol-Ant\u00f3n, A Suinesiaputra, A Young, M Sermesant, Q Tao & C Wang (eds), Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers - 14th International Workshop, STACOM 2023, Held in Conjunction with MICCAI 2023, Revised Selected Papers. vol. 14507 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14507 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 25-34, 14th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2023 held in Conjunction with MICCAI 2023, 01/01/2024. https://doi.org/10.1007/978-3-031-52448-6_3","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire/3613437a-b600-4bf8-acec-d0b0521102a2","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/deep-learning-forautomatic-strain-quantification-inarrhythmogenic-right-ventricular-cardiomyopathy(3613437a-b600-4bf8-acec-d0b0521102a2).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alvarez-Florez, L, Sander, J, Bourfiss, M, Tjong, F V Y, Velthuis, B K & I\u0161gum, I 2024, Deep Learning for\u00a0Automatic Strain Quantification in\u00a0Arrhythmogenic Right Ventricular Cardiomyopathy. in O Camara, E Puyol-Ant\u00f3n, M Sermesant, A Suinesiaputra, Q Tao, C Wang & A Young (eds), Statistical Atlases and Computational Models of the Heart: Regular and CMRxRecon Challenge Papers : 14th International Workshop, STACOM 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023 : revised selected papers. Lecture Notes in Computer Science, vol. 14507, Cham, pp. 25\u201334, 14th international workshop on Statistical Atlases and Computational Models of the Heart, Vancouver, British Columbia, Canada, 12/10/23. https://doi.org/10.1007/978-3-031-52448-6_3","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2144499129","https://openalex.org/W2625704543","https://openalex.org/W2805349484","https://openalex.org/W2993119581","https://openalex.org/W3011050042","https://openalex.org/W3034908453","https://openalex.org/W3036785313","https://openalex.org/W3112385165","https://openalex.org/W3197635226","https://openalex.org/W4200479298","https://openalex.org/W4200586848","https://openalex.org/W4212809682","https://openalex.org/W4213439661","https://openalex.org/W4281819066","https://openalex.org/W4384830836","https://openalex.org/W4385703550"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
