{"id":"https://openalex.org/W4307652541","doi":"https://doi.org/10.1007/978-3-031-23443-9_15","title":"Interpretable Prediction of\u00a0Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network","display_name":"Interpretable Prediction of\u00a0Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4307652541","doi":"https://doi.org/10.1007/978-3-031-23443-9_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23443-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23443-9_15","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03829609","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020610742","display_name":"Buntheng Ly","orcid":"https://orcid.org/0000-0001-6874-9083"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Buntheng Ly","raw_affiliation_strings":["Inria, Universit\u00e9 C\u00f4te d\u2019Azur, Epione Team, Sophia Antipolis, France","Inria, Universit\u00e9 C\u00f4te d'Azur, Epione Team, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Universit\u00e9 C\u00f4te d\u2019Azur, Epione Team, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]},{"raw_affiliation_string":"Inria, Universit\u00e9 C\u00f4te d'Azur, Epione Team, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043928197","display_name":"Sonny Finsterbach","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sonny Finsterbach","raw_affiliation_strings":["CHU Bordeaux, Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Bordeaux, Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030861174","display_name":"Marta Nu\u00f1ez\u2010Garcia","orcid":"https://orcid.org/0000-0001-9349-3059"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210086115","display_name":"Electrophysiology and Heart Modeling Institute","ror":"https://ror.org/00jsv7j98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I3018323443","https://openalex.org/I4210086115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marta Nu\u00f1ez-Garcia","raw_affiliation_strings":["IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210086115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112700525","display_name":"Pierre Jais","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210086115","display_name":"Electrophysiology and Heart Modeling Institute","ror":"https://ror.org/00jsv7j98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I3018323443","https://openalex.org/I4210086115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Jais","raw_affiliation_strings":["IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210086115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005199568","display_name":"Damien Garreau","orcid":"https://orcid.org/0000-0002-7855-2847"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210126779","display_name":"Observatoire de la C\u00f4te d\u2019Azur","ror":"https://ror.org/039fj2469","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210126779"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Garreau","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","Universit\u00e9 C\u00f4te d'Azur, Nice, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I4210126779"]},{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, Nice, France","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I4210126779"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026485672","display_name":"Hubert Cochet","orcid":"https://orcid.org/0000-0001-7772-5331"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210086115","display_name":"Electrophysiology and Heart Modeling Institute","ror":"https://ror.org/00jsv7j98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I154526488","https://openalex.org/I3018323443","https://openalex.org/I4210086115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hubert Cochet","raw_affiliation_strings":["IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IHU Liryc, Universit\u00e9 de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210086115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070013751","display_name":"Maxime Sermesant","orcid":"https://orcid.org/0000-0002-6256-8350"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maxime Sermesant","raw_affiliation_strings":["Inria, Sophia Antipolis, France","Inria, Universit\u00e9 C\u00f4te d\u2019Azur, Epione Team, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria, Universit\u00e9 C\u00f4te d\u2019Azur, Epione Team, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020610742"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.4232,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91114701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9970999956130981,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9970999956130981,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9817000031471252,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9617999792098999,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6197099685668945},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6019395589828491},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5710264444351196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5068958401679993},{"id":"https://openalex.org/keywords/ejection-fraction","display_name":"Ejection fraction","score":0.4991269111633301},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.4765242338180542},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4486970901489258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40465354919433594},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3952980637550354},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36106592416763306},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.12858912348747253}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6197099685668945},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6019395589828491},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5710264444351196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5068958401679993},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.4991269111633301},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.4765242338180542},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4486970901489258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40465354919433594},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3952980637550354},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36106592416763306},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.12858912348747253}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-23443-9_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23443-9_15","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:HAL:hal-03829609v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03829609","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://stacom.github.io/stacom2022/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03829609v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03829609","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://stacom.github.io/stacom2022/","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1508404128","https://openalex.org/W1583837637","https://openalex.org/W1901129140","https://openalex.org/W2041771459","https://openalex.org/W2157273833","https://openalex.org/W2282821441","https://openalex.org/W2606202972","https://openalex.org/W2617595617","https://openalex.org/W2779712600","https://openalex.org/W2901567556","https://openalex.org/W3127897508","https://openalex.org/W3176262258","https://openalex.org/W3188579603","https://openalex.org/W4230046627"],"related_works":["https://openalex.org/W2011390101","https://openalex.org/W4385397996","https://openalex.org/W3110630109","https://openalex.org/W3090392807","https://openalex.org/W3187572025","https://openalex.org/W3155674270","https://openalex.org/W2033060138","https://openalex.org/W2605975631","https://openalex.org/W2150981544","https://openalex.org/W3127097979"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}