{"id":"https://openalex.org/W2901035518","doi":"https://doi.org/10.1371/journal.pmed.1002693","title":"Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation","display_name":"Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation","publication_year":2018,"publication_date":"2018-11-13","ids":{"openalex":"https://openalex.org/W2901035518","doi":"https://doi.org/10.1371/journal.pmed.1002693","mag":"2901035518","pmid":"https://pubmed.ncbi.nlm.nih.gov/30422987","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6233920"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pmed.1002693","doi":"https://doi.org/10.1371/journal.pmed.1002693","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pmed.1002693","pdf_url":"https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1002693&type=printable","source":{"id":"https://openalex.org/S197939330","display_name":"PLoS Medicine","issn_l":"1549-1277","issn":["1549-1277","1549-1676"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Medicine","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://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1002693&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033981881","display_name":"Hyeonyong Hae","orcid":"https://orcid.org/0000-0001-5802-8119","observed_orcids":["https://orcid.org/0000-0001-5802-8119"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeonyong Hae","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0001-5802-8119","affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107872426","display_name":"Soo\u2010Jin Kang","orcid":"https://orcid.org/0000-0003-3719-4702","observed_orcids":["https://orcid.org/0000-0003-3719-4702"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Soo-Jin Kang","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0003-3719-4702","affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086872572","display_name":"Won\u2010Jang Kim","orcid":"https://orcid.org/0000-0002-9915-3722","observed_orcids":["https://orcid.org/0000-0002-9915-3722"]},"institutions":[{"id":"https://openalex.org/I4210134376","display_name":"CHA University Bundang Medical Center","ror":"https://ror.org/04nbqb988","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210134376","https://openalex.org/I4210148737","https://openalex.org/I4405258985"]},{"id":"https://openalex.org/I4210148737","display_name":"CHA University","ror":"https://ror.org/04yka3j04","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210148737","https://openalex.org/I4405258985"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won-Jang Kim","raw_affiliation_strings":["Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam, Korea"],"raw_orcid":"https://orcid.org/0000-0002-9915-3722","affiliations":[{"raw_affiliation_string":"Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam, Korea","institution_ids":["https://openalex.org/I4210134376","https://openalex.org/I4210148737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101467591","display_name":"So\u2010Yeon Choi","orcid":"https://orcid.org/0000-0001-8299-7892","observed_orcids":["https://orcid.org/0000-0001-8299-7892"]},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"So-Yeon Choi","raw_affiliation_strings":["Department of Cardiology, Ajou University, Suwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Ajou University, Suwon, Korea","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017984400","display_name":"June\u2010Goo Lee","orcid":"https://orcid.org/0000-0002-1380-6682","observed_orcids":["https://orcid.org/0000-0002-1380-6682"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"June-Goo Lee","raw_affiliation_strings":["Biomedical Engineering Research Center, Asan Institute for Life Sciences, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-1380-6682","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Research Center, Asan Institute for Life Sciences, Seoul, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007321237","display_name":"Youngoh Bae","orcid":"https://orcid.org/0000-0002-1226-1414","observed_orcids":["https://orcid.org/0000-0002-1226-1414"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngoh Bae","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054226419","display_name":"Hyungjoo Cho","orcid":"https://orcid.org/0000-0002-3074-8429","observed_orcids":["https://orcid.org/0000-0002-3074-8429"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyungjoo Cho","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004642940","display_name":"Dong Hyun Yang","orcid":"https://orcid.org/0000-0001-5477-558X","observed_orcids":["https://orcid.org/0000-0001-5477-558X","https://orcid.org/0000-0001-6478-0390"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Hyun Yang","raw_affiliation_strings":["Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0001-5477-558X","affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063541815","display_name":"Joon\u2010Won Kang","orcid":"https://orcid.org/0000-0001-6478-0390","observed_orcids":["https://orcid.org/0000-0001-6478-0390"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joon-Won Kang","raw_affiliation_strings":["Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084774857","display_name":"Tae\u2010Hwan Lim","orcid":"https://orcid.org/0000-0003-1213-8720","observed_orcids":["https://orcid.org/0000-0003-1213-8720"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae-Hwan Lim","raw_affiliation_strings":["Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080283003","display_name":"Cheol Hyun Lee","orcid":"https://orcid.org/0000-0003-4203-1457","observed_orcids":["https://orcid.org/0000-0003-4203-1457"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheol Hyun Lee","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0003-4203-1457","affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030664619","display_name":"Do\u2010Yoon Kang","orcid":"https://orcid.org/0000-0002-6307-0562","observed_orcids":["https://orcid.org/0000-0002-6307-0562"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Do-Yoon Kang","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072895439","display_name":"Pil Hyung Lee","orcid":"https://orcid.org/0000-0001-7339-9188","observed_orcids":["https://orcid.org/0000-0001-7339-9188"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Pil Hyung Lee","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057858888","display_name":"Jung\u2010Min Ahn","orcid":"https://orcid.org/0000-0003-4031-391X","observed_orcids":["https://orcid.org/0000-0003-4031-391X"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung-Min Ahn","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033342453","display_name":"Duk\u2010Woo Park","orcid":"https://orcid.org/0000-0001-6643-0239","observed_orcids":["https://orcid.org/0000-0001-6643-0239"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Duk-Woo Park","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073170780","display_name":"Seung\u2010Whan Lee","orcid":"https://orcid.org/0000-0002-2662-5952","observed_orcids":["https://orcid.org/0000-0002-2662-5952","https://orcid.org/0000-0002-7101-0236"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Whan Lee","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-2662-5952","affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012996842","display_name":"Young\u2010Hak Kim","orcid":"https://orcid.org/0000-0002-3610-486X","observed_orcids":["https://orcid.org/0000-0002-3610-486X"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Hak Kim","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048764382","display_name":"Cheol Whan Lee","orcid":"https://orcid.org/0000-0003-3987-2159","observed_orcids":["https://orcid.org/0000-0003-3987-2159"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheol Whan Lee","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076037043","display_name":"Seong\u2010Wook Park","orcid":"https://orcid.org/0000-0001-7371-4336","observed_orcids":["https://orcid.org/0000-0001-7371-4336"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong-Wook Park","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103118075","display_name":"Seung\u2010Jung Park","orcid":"https://orcid.org/0000-0002-9187-5405","observed_orcids":["https://orcid.org/0000-0002-9187-5405","https://orcid.org/0000-0003-3288-0594"]},"institutions":[{"id":"https://openalex.org/I2801680663","display_name":"Asan Medical Center","ror":"https://ror.org/03s5q0090","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801680663","https://openalex.org/I4210167194"]},{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Jung Park","raw_affiliation_strings":["Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea","institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107872426"],"corresponding_institution_ids":["https://openalex.org/I2801680663","https://openalex.org/I40542001"],"apc_list":{"value":6460,"currency":"USD","value_usd":6460},"apc_paid":{"value":6460,"currency":"USD","value_usd":6460},"fwci":4.7247,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9612349,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"e1002693","last_page":"e1002693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.7925000190734863,"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/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.7925000190734863,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.20239999890327454,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.00139999995008111,"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/myocardial-ischemia","display_name":"myocardial ischemia","score":0.984000027179718},{"id":"https://openalex.org/keywords/coronary-stenosis","display_name":"coronary artery stenosis","score":0.7570000290870667},{"id":"https://openalex.org/keywords/fractional-flow-reserve","display_name":"fractional flow reserve","score":0.7480000257492065},{"id":"https://openalex.org/keywords/coronary-ct-angiography","display_name":"coronary CT angiography","score":0.7379999756813049},{"id":"https://openalex.org/keywords/quantitative-coronary-angiography","display_name":"quantitative coronary angiography","score":0.7829999923706055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.5220000147819519},{"id":"https://openalex.org/keywords/myocardial-volume","display_name":"myocardial volume","score":0.652999997138977},{"id":"https://openalex.org/keywords/myocardial-perfusion","display_name":"myocardial perfusion","score":0.48500001430511475},{"id":"https://openalex.org/keywords/coronary-territories","display_name":"coronary territories","score":0.32100000977516174},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"coronary artery disease","score":0.4560000002384186},{"id":"https://openalex.org/keywords/angina","display_name":"angina pectoris","score":0.6480000019073486},{"id":"https://openalex.org/keywords/external-validation","display_name":"external validation","score":0.6010000109672546},{"id":"https://openalex.org/keywords/myocardial-segmentation","display_name":"myocardium segmentation","score":0.4230000078678131}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6285757422447205},{"id":"https://openalex.org/C3019004856","wikidata":"https://www.wikidata.org/wiki/Q42297149","display_name":"Coronary angiography","level":3,"score":0.5376014113426208},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4823260009288788},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.46596720814704895},{"id":"https://openalex.org/C3017461755","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Myocardial ischemia","level":3,"score":0.4628531038761139},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4600391983985901},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.45470672845840454},{"id":"https://openalex.org/C2780643987","wikidata":"https://www.wikidata.org/wiki/Q468414","display_name":"Angiography","level":2,"score":0.4400610327720642},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.3793521225452423},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.35319769382476807},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3378185033798218}],"mesh":[{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003331","descriptor_name":"Coronary Vessels","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003331","descriptor_name":"Coronary Vessels","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006328","descriptor_name":"Cardiac Catheterization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017023","descriptor_name":"Coronary Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D017202","descriptor_name":"Myocardial Ischemia","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D018084","descriptor_name":"Ultrasonography, Interventional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023921","descriptor_name":"Coronary Stenosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D023921","descriptor_name":"Coronary Stenosis","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D023921","descriptor_name":"Coronary Stenosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D053805","descriptor_name":"Fractional Flow Reserve, Myocardial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056910","descriptor_name":"Republic of Korea","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pmed.1002693","doi":"https://doi.org/10.1371/journal.pmed.1002693","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pmed.1002693","pdf_url":"https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1002693&type=printable","source":{"id":"https://openalex.org/S197939330","display_name":"PLoS Medicine","issn_l":"1549-1277","issn":["1549-1277","1549-1676"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Medicine","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:5203224","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6233920","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:30422987","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30422987","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":"PLoS medicine","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6233920","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC6233920/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Med","raw_type":"Text"},{"id":"pmh:oai:repository.ajou.ac.kr:201003/17971","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6233920","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC6233920/pdf/pmed.1002693.pdf","source":{"id":"https://openalex.org/S4306401331","display_name":"AJOU Open Repository (Ajou University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I57664883","host_organization_name":"Ajou University","host_organization_lineage":["https://openalex.org/I57664883"],"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":null,"raw_type":"Article"},{"id":"pmh:oai:RePEc:plo:pmed00:1002693","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002693","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:e7e24003f70546b78649a2b100304481","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/e7e24003f70546b78649a2b100304481","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":"PLoS Medicine, Vol 15, Iss 11, p e1002693 (2018)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/7335521","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Machine_learning_assessment_of_myocardial_ischemia_using_angiography_Development_and_retrospective_validation/7335521","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.1371/journal.pmed.1002693","doi":"https://doi.org/10.1371/journal.pmed.1002693","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pmed.1002693","pdf_url":"https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1002693&type=printable","source":{"id":"https://openalex.org/S197939330","display_name":"PLoS Medicine","issn_l":"1549-1277","issn":["1549-1277","1549-1676"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-3","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9940000176429749,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G2208548711","display_name":null,"funder_award_id":"2017-0745","funder_id":"https://openalex.org/F4320323011","funder_display_name":"Asan Institute for Life Sciences, Asan Medical Center"}],"funders":[{"id":"https://openalex.org/F4320323011","display_name":"Asan Institute for Life Sciences, Asan Medical Center","ror":"https://ror.org/03s5q0090"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901035518.pdf","grobid_xml":"https://content.openalex.org/works/W2901035518.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1484080302","https://openalex.org/W1777018690","https://openalex.org/W1968588337","https://openalex.org/W2034147808","https://openalex.org/W2052426482","https://openalex.org/W2063933123","https://openalex.org/W2065554972","https://openalex.org/W2069766526","https://openalex.org/W2084768640","https://openalex.org/W2115416118","https://openalex.org/W2115824015","https://openalex.org/W2166397210","https://openalex.org/W2192040322","https://openalex.org/W2254050631","https://openalex.org/W2264009670","https://openalex.org/W2320707747","https://openalex.org/W2337505739","https://openalex.org/W2346172749","https://openalex.org/W2496911238","https://openalex.org/W2528991729","https://openalex.org/W2567290737","https://openalex.org/W2595502817","https://openalex.org/W2604097393","https://openalex.org/W2617110182","https://openalex.org/W2758343255","https://openalex.org/W2782546695","https://openalex.org/W2784041933","https://openalex.org/W2914839259","https://openalex.org/W3014850286","https://openalex.org/W4236531408"],"related_works":["https://openalex.org/W2885515400","https://openalex.org/W4387340446","https://openalex.org/W4403521684","https://openalex.org/W2913386487","https://openalex.org/W2798237365","https://openalex.org/W2924528734","https://openalex.org/W4404324595","https://openalex.org/W4387541642","https://openalex.org/W4305082717","https://openalex.org/W2807965844"],"abstract_inverted_index":{"BACKGROUND:":[0],"Invasive":[1],"fractional":[2],"flow":[3],"reserve":[4],"(FFR)":[5],"is":[6,53,66,528],"a":[7,94,212,301,337,386,555],"standard":[8],"tool":[9],"for":[10,38,49,87,93,111,199,307,311,353,401,406,412],"identifying":[11,324],"ischemia-producing":[12,536],"coronary":[13,71,99,146,251,285],"stenosis.":[14],"However,":[15],"in":[16,468,554],"clinical":[17,513,549],"practice,":[18],"over":[19],"70%":[20],"of":[21,29,41,46,75,179,247,348,454,477,512,548],"treatment":[22],"decisions":[23],"still":[24],"rely":[25],"on":[26],"visual":[27],"estimation":[28],"angiographic":[30,424,544],"stenosis,":[31,95],"which":[32,65,472],"has":[33],"limited":[34],"accuracy":[35,453,496],"(about":[36],"60%-65%)":[37],"the":[39,47,50,61,89,112,152,180,196,200,245,256,266,296,325,371,377,395,427,433,459,469,510,540],"prediction":[40,518],"FFR":[42,116,329,448],"<":[43,117,330,449],"0.80.":[44,121],"One":[45],"reasons":[48],"visual-functional":[51,541],"mismatch":[52,542],"that":[54,476,525],"myocardial":[55,63,91,275,278,297,362,382,428,533],"ischemia":[56],"can":[57],"be":[58],"affected":[59],"by":[60,70,265,281,365,394,538],"supplied":[62,90,280],"size,":[64],"not":[67],"always":[68],"evident":[69],"angiography.":[72],"The":[73,166,273,309,360,491,504],"aims":[74],"this":[76,517],"study":[77,127],"were":[78,175,305,367,392],"to":[79,106,215,300,369,385,530],"develop":[80],"an":[81,108,115,328,447,452],"angiography-based":[82,109,526],"machine":[83,341],"learning":[84],"(ML)":[85],"algorithm":[86],"predicting":[88,313,354],"volume":[92,279,298,383],"as":[96,211],"measured":[97,306],"using":[98,130,244,255],"computed":[100],"tomography":[101],"angiography":[102,252],"(CCTA),":[103],"and":[104,135,149,162,177,202,233,295,318,320,322,351,357,390,408,423,430,443,509,535,545],"then":[105],"build":[107],"classifier":[110],"lesions":[113,142,326,537],"with":[114,139,183,223,327,451],"0.80":[118,331,450],"versus":[119],"\u2265":[120],"METHODS":[122],"AND":[123],"FINDINGS:":[124],"A":[125],"retrospective":[126,505],"was":[128,169,238,253,263,332,473],"conducted":[129],"data":[131],"from":[132,226],"1,132":[133,140],"stable":[134,184],"unstable":[136],"angina":[137],"patients":[138,181,189,204,225],"intermediate":[141],"who":[143],"underwent":[144],"invasive":[145],"angiography,":[147],"FFR,":[148],"CCTA":[150],"at":[151],"Asan":[153,267],"Medical":[154],"Center,":[155],"Seoul,":[156],"Korea,":[157,232],"between":[158,379,543],"1":[159,207],"May":[160],"2012":[161],"30":[163],"November":[164],"2015.":[165],"mean":[167,344],"age":[168],"63":[170],"\u00b1":[171,399,404,410],"10":[172],"years,":[173],"76%":[174],"men,":[176],"72%":[178],"presented":[182],"angina.":[185],"Of":[186],"these,":[187],"932":[188],"(assessed":[190,205],"before":[191],"31":[192],"January":[193],"2015)":[194,209],"constituted":[195],"training":[197],"set":[198],"algorithm,":[201],"200":[203],"after":[206],"February":[208],"served":[210],"test":[213,470],"cohort":[214,558],"validate":[216],"its":[217],"diagnostic":[218],"performance.":[219],"Additionally,":[220],"external":[221,492],"validation":[222,493,553],"79":[224],"two":[227],"centers":[228],"(CHA":[229],"University,":[230,235],"Seongnam,":[231],"Ajou":[234],"Suwon,":[236],"Korea)":[237],"conducted.":[239],"After":[240],"automatic":[241],"contour":[242],"calibration":[243],"caliber":[246],"guiding":[248],"catheter,":[249],"quantitative":[250],"performed":[254],"edge-detection":[257],"algorithms":[258],"(CAAS-5,":[259],"Pie-Medical).":[260],"Clinical":[261],"information":[262],"provided":[264],"BiomedicaL":[268],"Research":[269],"Environment":[270],"(ABLE)":[271],"system.":[272],"CCTA-based":[274],"segmentation":[276],"(CAMS)-derived":[277],"each":[282],"vessel":[283,314,421],"(right":[284],"artery":[286],"[RCA],":[287],"left":[288,292],"anterior":[289],"descending":[290],"[LAD],":[291],"circumflex":[293],"[LCX])":[294],"subtended":[299,384,532],"stenotic":[302,387],"segment":[303,388],"(CAMS-%Vsub)":[304],"labeling.":[308],"ML":[310,366,434,527],"(1)":[312],"territories":[315,534],"(CAMS-%LAD,":[316],"CAMS-%LCX,":[317,356],"CAMS-%RCA)":[319],"CAMS-%Vsub":[321,391],"(2)":[323],"constructed.":[333],"Angiography-based":[334],"ML,":[335],"employing":[336],"light":[338],"gradient":[339],"boosting":[340],"(GBM),":[342],"showed":[343,494],"absolute":[345],"errors":[346],"(MAEs)":[347],"5.42%,":[349],"8.57%,":[350],"4.54%":[352],"CAMS-%LAD,":[355],"CAMS-%RCA,":[358],"respectively.":[359],"percent":[361,381],"volumes":[363],"predicted":[364,446],"used":[368],"predict":[370,531],"CAMS-%Vsub.":[372],"With":[373],"5-fold":[374],"cross":[375],"validation,":[376],"MAEs":[378],"ML-predicted":[380],"(ML-%Vsub)":[389],"minimized":[393],"elastic":[396],"net":[397],"(6.26%":[398],"0.55%":[400],"LAD,":[402],"5.79%":[403],"0.68%":[405],"LCX,":[407],"2.95%":[409],"0.14%":[411],"RCA":[413],"lesions).":[414],"Using":[415],"all":[416],"attributes":[417],"(age,":[418],"sex,":[419],"involved":[420],"segment,":[422],"features":[425],"affecting":[426],"territory":[429],"stenosis":[431,479],"degree),":[432],"classifiers":[435],"(L2":[436],"penalized":[437],"logistic":[438],"regression,":[439],"support":[440],"vector":[441],"machine,":[442],"random":[444],"forest)":[445],"approximately":[455],"80%":[456],"(area":[457],"under":[458],"curve":[460],"[AUC]":[461],"=":[462,485,498],"0.84-0.87,":[463],"95%":[464,487,500],"confidence":[465,488,501],"intervals":[466,489,502],"0.71-0.94)":[467],"set,":[471],"greater":[474],"than":[475],"diameter":[478],"(DS)":[480],">":[481],"53%":[482],"(66%,":[483],"AUC":[484],"0.71,":[486],"0.65-0.78).":[490],"84%":[495],"(AUC":[497],"0.89,":[499],"0.83-0.95).":[503],"design,":[506],"single":[507],"ethnicity,":[508],"lack":[511],"outcomes":[514],"may":[515],"limit":[516],"model's":[519],"generalized":[520],"application.":[521],"CONCLUSION:":[522],"We":[523],"found":[524],"useful":[529],"mitigating":[539],"FFR.":[546],"Assessment":[547],"utility":[550],"requires":[551],"further":[552],"large,":[556],"prospective":[557],"study.":[559]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2018-11-29T00:00:00"}