{"id":"https://openalex.org/W4393063908","doi":"https://doi.org/10.1038/s41467-024-45733-x","title":"Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms","display_name":"Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393063908","doi":"https://doi.org/10.1038/s41467-024-45733-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/38514629","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10957877"},"language":"en","primary_location":{"id":"doi:10.1038/s41467-024-45733-x","doi":"https://doi.org/10.1038/s41467-024-45733-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41467-024-45733-x","pdf_url":"https://www.nature.com/articles/s41467-024-45733-x.pdf","source":{"id":"https://openalex.org/S64187185","display_name":"Nature Communications","issn_l":"2041-1723","issn":["2041-1723"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Nature Communications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41467-024-45733-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056617772","display_name":"Ryuichiro Yagi","orcid":"https://orcid.org/0000-0003-1502-039X","observed_orcids":["https://orcid.org/0000-0003-1502-039X"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Ryuichiro Yagi","raw_affiliation_strings":["Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan","Harvard Medical School, Boston, MA, USA","One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan","institution_ids":["https://openalex.org/I203951103"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084980436","display_name":"Shinichi Goto","orcid":"https://orcid.org/0000-0002-0450-0331","observed_orcids":["https://orcid.org/0000-0002-0450-0331"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I1314466530","display_name":"Tokai University","ror":"https://ror.org/01p7qe739","country_code":"JP","type":"education","lineage":["https://openalex.org/I1314466530"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210115139","display_name":"Tokai University Hospital","ror":"https://ror.org/01gvmn480","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210115139"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Shinichi Goto","raw_affiliation_strings":["Division of General Internal Medicine & Family Medicine, Department of General and Acute Medicine, Tokai University School of Medicine, Isehara, Kanagawa, Japan","Harvard Medical School, Boston, MA, USA","One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0450-0331","affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine & Family Medicine, Department of General and Acute Medicine, Tokai University School of Medicine, Isehara, Kanagawa, Japan","institution_ids":["https://openalex.org/I1314466530","https://openalex.org/I4210115139"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042002348","display_name":"Yukihiro Himeno","orcid":"https://orcid.org/0009-0005-5217-885X","observed_orcids":["https://orcid.org/0009-0005-5217-885X"]},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yukihiro Himeno","raw_affiliation_strings":["Department of Cardiology, Keio University School of Medicine, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Keio University School of Medicine, Tokyo, Japan","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016723644","display_name":"Yoshinori Katsumata","orcid":"https://orcid.org/0000-0001-5576-5789","observed_orcids":["https://orcid.org/0000-0001-5576-5789"]},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshinori Katsumata","raw_affiliation_strings":["Institute for Integrated Sports Medicine, Keio University School of Medicine, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Integrated Sports Medicine, Keio University School of Medicine, Tokyo, Japan","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016809176","display_name":"Masahiro Hashimoto","orcid":"https://orcid.org/0000-0003-0162-5312","observed_orcids":["https://orcid.org/0000-0003-0162-5312"]},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Hashimoto","raw_affiliation_strings":["Department of Radiology, Keio University School of Medicine, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Keio University School of Medicine, Tokyo, Japan","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052863636","display_name":"Calum A. MacRae","orcid":"https://orcid.org/0000-0001-5181-2664","observed_orcids":["https://orcid.org/0000-0001-5181-2664"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Calum A. MacRae","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA","One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5181-2664","affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026141445","display_name":"Rahul C. Deo","orcid":"https://orcid.org/0000-0002-2791-9434","observed_orcids":["https://orcid.org/0000-0002-2791-9434"]},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I121934306","https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul C. Deo","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA. rdeo@bwh.harvard.edu","One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA. rdeo@bwh.harvard.edu","Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2791-9434","affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA. rdeo@bwh.harvard.edu","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"One Brave Idea and Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA. rdeo@bwh.harvard.edu","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026141445"],"corresponding_institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"],"apc_list":{"value":6790,"currency":"USD","value_usd":6790},"apc_paid":{"value":6790,"currency":"USD","value_usd":6790},"fwci":22.7672,"has_fulltext":true,"cited_by_count":81,"citation_normalized_percentile":{"value":0.99695344,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"1","first_page":"2536","last_page":"2536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11535","display_name":"Chemotherapy-induced cardiotoxicity and mitigation","score":0.9951000213623047,"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/T11535","display_name":"Chemotherapy-induced cardiotoxicity and mitigation","score":0.9951000213623047,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0024999999441206455,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chemotherapy-induced-cardiotoxicity","display_name":"chemotherapy-induced cardiotoxicity","score":0.9919999837875366},{"id":"https://openalex.org/keywords/anthracyclines","display_name":"anthracyclines","score":0.9200000166893005},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"electrocardiogram","score":0.7929999828338623},{"id":"https://openalex.org/keywords/left-ventricular-ejection-fraction","display_name":"left ventricular ejection fraction","score":0.9459999799728394},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.6340000033378601},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.7179999947547913},{"id":"https://openalex.org/keywords/cancer-therapy-related-cardiac-dysfunction","display_name":"cancer therapy-related cardiac dysfunction","score":0.8610000014305115},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"risk stratification","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.798976480960846},{"id":"https://openalex.org/C2778233292","wikidata":"https://www.wikidata.org/wiki/Q2118956","display_name":"Cardiotoxicity","level":3,"score":0.7771051526069641},{"id":"https://openalex.org/C207103383","wikidata":"https://www.wikidata.org/wiki/Q3930246","display_name":"Hazard ratio","level":3,"score":0.530962347984314},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.5160617232322693},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5137858986854553},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4109691381454468},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.27554643154144287},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.22451072931289673},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.11543098092079163}],"mesh":[{"descriptor_ui":"D000903","descriptor_name":"Antibiotics, Antineoplastic","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D000970","descriptor_name":"Antineoplastic Agents","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006331","descriptor_name":"Heart Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013318","descriptor_name":"Stroke Volume","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016277","descriptor_name":"Ventricular Function, Left","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018487","descriptor_name":"Ventricular Dysfunction, Left","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018943","descriptor_name":"Anthracyclines","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D066126","descriptor_name":"Cardiotoxicity","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D066126","descriptor_name":"Cardiotoxicity","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1038/s41467-024-45733-x","doi":"https://doi.org/10.1038/s41467-024-45733-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41467-024-45733-x","pdf_url":"https://www.nature.com/articles/s41467-024-45733-x.pdf","source":{"id":"https://openalex.org/S64187185","display_name":"Nature Communications","issn_l":"2041-1723","issn":["2041-1723"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Nature Communications","raw_type":"journal-article"},{"id":"pmid:38514629","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38514629","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,"listed_in":[],"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":"Nature communications","raw_type":"Journal Article"},{"id":"pmh:oai:RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45733-x","doi":null,"is_oa":false,"landing_page_url":"https://www.nature.com/articles/s41467-024-45733-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:3dd4166c5df2494caeb4df921f5a2f48","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/3dd4166c5df2494caeb4df921f5a2f48","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nature Communications, Vol 15, Iss 1, Pp 1-10 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41467-024-45733-x","doi":"https://doi.org/10.1038/s41467-024-45733-x","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41467-024-45733-x","pdf_url":"https://www.nature.com/articles/s41467-024-45733-x.pdf","source":{"id":"https://openalex.org/S64187185","display_name":"Nature Communications","issn_l":"2041-1723","issn":["2041-1723"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Nature Communications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":1.0,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320307770","display_name":"AstraZeneca","ror":"https://ror.org/04r9x1a08"},{"id":"https://openalex.org/F4320315955","display_name":"Quest Diagnostics","ror":"https://ror.org/010g9bb70"},{"id":"https://openalex.org/F4320316496","display_name":"Taiju Life Social Welfare Foundation","ror":"https://ror.org/00z1njc54"},{"id":"https://openalex.org/F4320317866","display_name":"Verily Life Sciences","ror":"https://ror.org/047305x76"},{"id":"https://openalex.org/F4320318345","display_name":"Mitsukoshi Health and Welfare Foundation","ror":"https://ror.org/05wzgbw88"},{"id":"https://openalex.org/F4320322525","display_name":"Secom Science and Technology Foundation","ror":"https://ror.org/05ggzej07"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393063908.pdf","grobid_xml":"https://content.openalex.org/works/W4393063908.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W148860973","https://openalex.org/W1492360552","https://openalex.org/W1981276685","https://openalex.org/W1995054939","https://openalex.org/W2005857146","https://openalex.org/W2051357882","https://openalex.org/W2087954557","https://openalex.org/W2114586150","https://openalex.org/W2133304247","https://openalex.org/W2146080921","https://openalex.org/W2147646179","https://openalex.org/W2152575748","https://openalex.org/W2177870565","https://openalex.org/W2317228945","https://openalex.org/W2402144811","https://openalex.org/W2427094903","https://openalex.org/W2560560709","https://openalex.org/W2590627534","https://openalex.org/W2591402457","https://openalex.org/W2604847258","https://openalex.org/W2791678231","https://openalex.org/W2803622815","https://openalex.org/W2829872118","https://openalex.org/W2886652708","https://openalex.org/W2901226889","https://openalex.org/W2914955703","https://openalex.org/W2965778428","https://openalex.org/W2969461497","https://openalex.org/W2970515629","https://openalex.org/W2985852915","https://openalex.org/W2988646473","https://openalex.org/W2999536665","https://openalex.org/W3012972211","https://openalex.org/W3014286838","https://openalex.org/W3031292493","https://openalex.org/W3040275902","https://openalex.org/W3100845133","https://openalex.org/W3103460883","https://openalex.org/W3127657277","https://openalex.org/W3133054662","https://openalex.org/W3134377824","https://openalex.org/W3135891860","https://openalex.org/W3165710997","https://openalex.org/W3188409561","https://openalex.org/W3199206152","https://openalex.org/W4200393455","https://openalex.org/W4210665971","https://openalex.org/W4293217929","https://openalex.org/W4308144123"],"related_works":["https://openalex.org/W4306254523","https://openalex.org/W4411627831","https://openalex.org/W4389944954","https://openalex.org/W4388515883","https://openalex.org/W4415973948","https://openalex.org/W4402133464","https://openalex.org/W4403808554","https://openalex.org/W4287378286","https://openalex.org/W7172332653","https://openalex.org/W4412031477"],"abstract_inverted_index":{"Anthracyclines":[0],"can":[1],"cause":[2],"cancer":[3],"therapy-related":[4],"cardiac":[5],"dysfunction":[6],"(CTRCD)":[7],"that":[8,47],"adversely":[9],"affects":[10],"prognosis.":[11],"Despite":[12],"guideline":[13],"recommendations,":[14],"only":[15],"half":[16],"of":[17],"the":[18,56,62,69,138],"patients":[19],"undergo":[20],"surveillance":[21],"echocardiograms.":[22],"An":[23],"AI":[24,48,139],"model":[25,64,140],"detecting":[26],"reduced":[27],"left":[28,42],"ventricular":[29,43],"ejection":[30],"fraction":[31],"from":[32,52,145],"12-lead":[33],"electrocardiograms":[34],"(ECG)":[35],"(AI-EF":[36],"model)":[37],"suggests":[38],"ECG":[39],"features":[40],"reflect":[41],"pathophysiology.":[44],"We":[45],"hypothesized":[46],"could":[49],"predict":[50],"CTRCD":[51,84,143],"baseline":[53,146],"ECG,":[54],"leveraging":[55],"AI-EF":[57,70],"model's":[58],"insights,":[59],"and":[60],"developed":[61],"AI-CTRCD":[63,80,114,128],"using":[65],"transfer":[66],"learning":[67],"on":[68],"model.":[71],"In":[72,136],"1011":[73],"anthracycline-treated":[74],"patients,":[75],"8.7%":[76],"experienced":[77],"CTRCD.":[78],"High":[79],"scores":[81],"indicated":[82],"elevated":[83],"risk":[85,103,144],"(hazard":[86],"ratio":[87],"(HR),":[88],"2.66;":[89],"95%":[90,108],"CI":[91,109],"1.73-4.10;":[92],"log-rank":[93],"p":[94,111,133],"<":[95,112],"0.001).":[96,113],"This":[97],"remained":[98],"consistent":[99],"after":[100],"adjusting":[101],"for":[102,123],"factors":[104,120],"(adjusted":[105],"HR,":[106],"2.57;":[107],"1.62-4.10;":[110],"score":[115,129],"enhanced":[116],"prediction":[117],"beyond":[118],"known":[119],"(time-dependent":[121],"AUC":[122],"2":[124],"years:":[125],"0.78":[126],"with":[127],"vs.":[130],"0.74":[131],"without;":[132],"=":[134],"0.005).":[135],"conclusion,":[137],"robustly":[141],"stratified":[142],"ECG.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":30},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":12}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-03-22T00:00:00"}
