{"id":"https://openalex.org/W4400904304","doi":"https://doi.org/10.1007/978-3-031-66958-3_32","title":"Prediction of Incident Atrial Fibrillation in Population with Ischemic Heart Disease Using Machine Learning with Radiomics and ECG Markers","display_name":"Prediction of Incident Atrial Fibrillation in Population with Ischemic Heart Disease Using Machine Learning with Radiomics and ECG Markers","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400904304","doi":"https://doi.org/10.1007/978-3-031-66958-3_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-66958-3_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66958-3_32","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002609970","display_name":"Esmeralda Ruiz Pujadas","orcid":"https://orcid.org/0000-0001-6150-557X"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Esmeralda Ruiz Pujadas","raw_affiliation_strings":["Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027786860","display_name":"Nay Aung","orcid":"https://orcid.org/0000-0002-7178-2623"},"institutions":[{"id":"https://openalex.org/I1307195382","display_name":"St Bartholomew's Hospital","ror":"https://ror.org/00nh9x179","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1307195382","https://openalex.org/I225661044"]},{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I225661044","display_name":"Barts Health NHS Trust","ror":"https://ror.org/00b31g692","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I225661044"]},{"id":"https://openalex.org/I4210149920","display_name":"William Harvey Research Institute","ror":"https://ror.org/0574dzy90","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079","https://openalex.org/I4210149920"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nay Aung","raw_affiliation_strings":["Barts Heart Centre, St Bartholomew\u2019s Hospital, Barts Health NHS Trust, West Smithfield, London, EC1A 7BE, UK","William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barts Heart Centre, St Bartholomew\u2019s Hospital, Barts Health NHS Trust, West Smithfield, London, EC1A 7BE, UK","institution_ids":["https://openalex.org/I1307195382","https://openalex.org/I225661044"]},{"raw_affiliation_string":"William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK","institution_ids":["https://openalex.org/I166337079","https://openalex.org/I4210149920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015419599","display_name":"Lili\u00e1na Szab\u00f3","orcid":"https://orcid.org/0000-0002-4699-3648"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I4210149920","display_name":"William Harvey Research Institute","ror":"https://ror.org/0574dzy90","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079","https://openalex.org/I4210149920"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liliana Szabo","raw_affiliation_strings":["William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK","institution_ids":["https://openalex.org/I166337079","https://openalex.org/I4210149920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038588164","display_name":"Zahra Raisi\u2010Estabragh","orcid":"https://orcid.org/0000-0002-7757-5465"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I4210149920","display_name":"William Harvey Research Institute","ror":"https://ror.org/0574dzy90","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079","https://openalex.org/I4210149920"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zahra Raisi-Estabragh","raw_affiliation_strings":["William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK","institution_ids":["https://openalex.org/I166337079","https://openalex.org/I4210149920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018421414","display_name":"Marina Camacho","orcid":"https://orcid.org/0009-0001-7488-385X"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marina Camacho","raw_affiliation_strings":["Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076800816","display_name":"Steffen E. Petersen","orcid":"https://orcid.org/0000-0003-4622-5160"},"institutions":[{"id":"https://openalex.org/I1307195382","display_name":"St Bartholomew's Hospital","ror":"https://ror.org/00nh9x179","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1307195382","https://openalex.org/I225661044"]},{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I225661044","display_name":"Barts Health NHS Trust","ror":"https://ror.org/00b31g692","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I225661044"]},{"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/I4210142469","display_name":"Health Data Research UK","ror":"https://ror.org/04rtjaj74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210142469"]},{"id":"https://openalex.org/I4210149920","display_name":"William Harvey Research Institute","ror":"https://ror.org/0574dzy90","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079","https://openalex.org/I4210149920"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steffen E. Petersen","raw_affiliation_strings":["Alan Turing Institute, London, UK","Barts Heart Centre, St Bartholomew\u2019s Hospital, Barts Health NHS Trust, West Smithfield, London, EC1A 7BE, UK","Health Data Research UK, London, UK","William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Barts Heart Centre, St Bartholomew\u2019s Hospital, Barts Health NHS Trust, West Smithfield, London, EC1A 7BE, UK","institution_ids":["https://openalex.org/I1307195382","https://openalex.org/I225661044"]},{"raw_affiliation_string":"Health Data Research UK, London, UK","institution_ids":["https://openalex.org/I4210142469"]},{"raw_affiliation_string":"William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK","institution_ids":["https://openalex.org/I166337079","https://openalex.org/I4210149920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006692999","display_name":"Polyxeni Gkontra","orcid":"https://orcid.org/0000-0001-8828-6143"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Polyxeni Gkontra","raw_affiliation_strings":["Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078391768","display_name":"Karim Lekadir","orcid":"https://orcid.org/0000-0002-9456-1612"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA","ES"],"is_corresponding":false,"raw_author_name":"Karim Lekadir","raw_affiliation_strings":["Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain","Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats (ICREA), Passeig Llu\u00eds Companys 23, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain","institution_ids":["https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats (ICREA), Passeig Llu\u00eds Companys 23, Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002609970"],"corresponding_institution_ids":["https://openalex.org/I4210164862"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.075,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85736398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"441","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9599000215530396,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9599000215530396,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9526000022888184,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9114000201225281,"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/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.8108129501342773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6258495450019836},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.5011775493621826},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48680922389030457},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.47669717669487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4732309579849243},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4716989994049072},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4487690329551697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4429515600204468},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.43457216024398804},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3039054870605469}],"concepts":[{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.8108129501342773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6258495450019836},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.5011775493621826},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48680922389030457},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.47669717669487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4732309579849243},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4716989994049072},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4487690329551697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4429515600204468},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.43457216024398804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3039054870605469},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-66958-3_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66958-3_32","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1972142091","https://openalex.org/W2001489203","https://openalex.org/W2075062016","https://openalex.org/W2106800263","https://openalex.org/W2126214330","https://openalex.org/W2141007997","https://openalex.org/W2928133111","https://openalex.org/W2975505463","https://openalex.org/W2991103112","https://openalex.org/W3001157157","https://openalex.org/W3044853938","https://openalex.org/W3096120119","https://openalex.org/W3100666302","https://openalex.org/W3104327972","https://openalex.org/W3141979009","https://openalex.org/W3152840299","https://openalex.org/W4200390082","https://openalex.org/W4214667919","https://openalex.org/W4282547801","https://openalex.org/W4308443015","https://openalex.org/W4311281764"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519","https://openalex.org/W4383892348","https://openalex.org/W4390866092"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}