{"id":"https://openalex.org/W3139492541","doi":"https://doi.org/10.1186/s12880-021-00578-4","title":"A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT","display_name":"A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT","publication_year":2021,"publication_date":"2021-03-09","ids":{"openalex":"https://openalex.org/W3139492541","doi":"https://doi.org/10.1186/s12880-021-00578-4","mag":"3139492541","pmid":"https://pubmed.ncbi.nlm.nih.gov/33750343"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-021-00578-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00578-4","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-021-00578-4","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-021-00578-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008331749","display_name":"Thomas Atta-Fosu","orcid":"https://orcid.org/0000-0001-9259-3592"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas Atta-Fosu","raw_affiliation_strings":["Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA. txa128@case.edu","Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA"],"raw_orcid":"https://orcid.org/0000-0001-9259-3592","affiliations":[{"raw_affiliation_string":"Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA. txa128@case.edu","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036737915","display_name":"Michael A. LaBarbera","orcid":"https://orcid.org/0000-0001-7629-4488"},"institutions":[{"id":"https://openalex.org/I36373038","display_name":"Cleveland Clinic Lerner College of Medicine","ror":"https://ror.org/02x4b0932","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750","https://openalex.org/I36373038"]},{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael LaBarbera","raw_affiliation_strings":["Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I36373038","https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057336608","display_name":"Soumya Ghose","orcid":"https://orcid.org/0000-0002-2730-1482"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soumya Ghose","raw_affiliation_strings":["Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066260786","display_name":"Paul Schoenhagen","orcid":"https://orcid.org/0000-0002-7751-5243"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Schoenhagen","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035774466","display_name":"Walid I. Saliba","orcid":"https://orcid.org/0000-0003-3324-8611"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walid Saliba","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031053016","display_name":"Patrick Tchou","orcid":"https://orcid.org/0000-0002-3983-3515"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick J. Tchou","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109208531","display_name":"Bruce D. Lindsay","orcid":null},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce D. Lindsay","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032516793","display_name":"Milind Y. Desai","orcid":"https://orcid.org/0000-0003-0010-9797"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milind Y. Desai","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031382066","display_name":"Deborah Kwon","orcid":"https://orcid.org/0000-0003-2191-4111"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah Kwon","raw_affiliation_strings":["Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084723768","display_name":"Mina K. Chung","orcid":"https://orcid.org/0000-0002-7835-6045"},"institutions":[{"id":"https://openalex.org/I1316902750","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750"]},{"id":"https://openalex.org/I36373038","display_name":"Cleveland Clinic Lerner College of Medicine","ror":"https://ror.org/02x4b0932","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750","https://openalex.org/I36373038"]},{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mina K. Chung","raw_affiliation_strings":["Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA","Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I36373038","https://openalex.org/I58956616"]},{"raw_affiliation_string":"Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I1316902750"]},{"raw_affiliation_string":"Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA","institution_ids":["https://openalex.org/I36373038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027642699","display_name":"Anant Madabhushi","orcid":"https://orcid.org/0000-0002-5741-0399"},"institutions":[{"id":"https://openalex.org/I4210110978","display_name":"Louis Stokes Cleveland VA Medical Center","ror":"https://ror.org/01vrybr67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110978","https://openalex.org/I4210127612"]},{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anant Madabhushi","raw_affiliation_strings":["Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA","Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH, 44106-7207, USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, OH, USA","institution_ids":["https://openalex.org/I4210110978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008331749"],"corresponding_institution_ids":["https://openalex.org/I58956616"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":3.9579,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.94978156,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"45","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9401999711990356,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9401999711990356,"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/T11217","display_name":"Cardiac Arrhythmias and Treatments","score":0.007799999788403511,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.8008415699005127},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.779149055480957},{"id":"https://openalex.org/keywords/sinus-rhythm","display_name":"Sinus rhythm","score":0.6901248693466187},{"id":"https://openalex.org/keywords/ablation","display_name":"Ablation","score":0.6732027530670166},{"id":"https://openalex.org/keywords/catheter-ablation","display_name":"Catheter ablation","score":0.6260833144187927},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.5536563396453857},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.5508095622062683},{"id":"https://openalex.org/keywords/ejection-fraction","display_name":"Ejection fraction","score":0.539905846118927},{"id":"https://openalex.org/keywords/pulmonary-vein","display_name":"Pulmonary vein","score":0.502051591873169},{"id":"https://openalex.org/keywords/cryoablation","display_name":"Cryoablation","score":0.494304895401001},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.4452791213989258},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4166072607040405},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.34528249502182007},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.10227757692337036}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8008415699005127},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.779149055480957},{"id":"https://openalex.org/C2775914520","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Sinus rhythm","level":3,"score":0.6901248693466187},{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.6732027530670166},{"id":"https://openalex.org/C2776131983","wikidata":"https://www.wikidata.org/wiki/Q436572","display_name":"Catheter ablation","level":3,"score":0.6260833144187927},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5536563396453857},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5508095622062683},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.539905846118927},{"id":"https://openalex.org/C2780689522","wikidata":"https://www.wikidata.org/wiki/Q535352","display_name":"Pulmonary vein","level":3,"score":0.502051591873169},{"id":"https://openalex.org/C2777628079","wikidata":"https://www.wikidata.org/wiki/Q202448","display_name":"Cryoablation","level":3,"score":0.494304895401001},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.4452791213989258},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4166072607040405},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.34528249502182007},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.10227757692337036}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006325","descriptor_name":"Heart Atria","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006325","descriptor_name":"Heart Atria","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006325","descriptor_name":"Heart Atria","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006325","descriptor_name":"Heart Atria","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","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":"D008297","descriptor_name":"Male","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":"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":"D008875","descriptor_name":"Middle Aged","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":"D008875","descriptor_name":"Middle Aged","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":"D011379","descriptor_name":"Prognosis","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":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011667","descriptor_name":"Pulmonary Veins","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011667","descriptor_name":"Pulmonary Veins","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011667","descriptor_name":"Pulmonary Veins","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011667","descriptor_name":"Pulmonary Veins","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017115","descriptor_name":"Catheter Ablation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017115","descriptor_name":"Catheter Ablation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017115","descriptor_name":"Catheter Ablation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017115","descriptor_name":"Catheter Ablation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020517","descriptor_name":"Atrial Appendage","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D020517","descriptor_name":"Atrial Appendage","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D020517","descriptor_name":"Atrial Appendage","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D020517","descriptor_name":"Atrial Appendage","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-021-00578-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00578-4","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-021-00578-4","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:33750343","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33750343","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,"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":"BMC medical imaging","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7941998","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7941998","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8fd98201f8b54b4b86f596ead24c7f38","is_oa":true,"landing_page_url":"https://doaj.org/article/8fd98201f8b54b4b86f596ead24c7f38","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,"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":"BMC Medical Imaging, Vol 21, Iss 1, Pp 1-12 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-021-00578-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00578-4","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-021-00578-4","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G100871905","display_name":null,"funder_award_id":"R01CA216579\u201001A1","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G1153724884","display_name":"Case Western Reserve University/Cleveland Clinic CTSA (UL1)","funder_award_id":"3ul1rr024989-05s2","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1204962321","display_name":null,"funder_award_id":"1U01CA239055\u201301","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G1266336578","display_name":null,"funder_award_id":"R01 CA216579","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G1363595840","display_name":null,"funder_award_id":"UL1-RR-024989","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G1505200503","display_name":null,"funder_award_id":"U54CA254566","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G1817069843","display_name":null,"funder_award_id":"R01CA220581\u201301A1","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2154775583","display_name":null,"funder_award_id":"U24CA199374","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2228475719","display_name":null,"funder_award_id":"R01CA220581","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2244966566","display_name":null,"funder_award_id":"UL1TR002548.","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G3216296247","display_name":null,"funder_award_id":"U01CA239055","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G329476613","display_name":null,"funder_award_id":"1U01CA248226\u201001","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G338730684","display_name":null,"funder_award_id":"R01CA208236","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3564444776","display_name":null,"funder_award_id":"R01CA202752","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3663584346","display_name":null,"funder_award_id":"1U24CA199374- 01","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G406353596","display_name":null,"funder_award_id":"1U54CA254566\u201001","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G56766395","display_name":null,"funder_award_id":"R01 HL111314","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5758079931","display_name":null,"funder_award_id":"R01CA202752\u201301A1","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G589084060","display_name":null,"funder_award_id":"U01 CA248226","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G7124118669","display_name":null,"funder_award_id":"R01CA208236\u201001A1","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G854738250","display_name":null,"funder_award_id":"W81XWH-15-1-0558","funder_id":"https://openalex.org/F4320338485","funder_display_name":"DOD Prostate Cancer Research Program"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320338485","display_name":"DOD Prostate Cancer Research Program","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139492541.pdf","grobid_xml":"https://content.openalex.org/works/W3139492541.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W20074729","https://openalex.org/W164951247","https://openalex.org/W1591878294","https://openalex.org/W1852147359","https://openalex.org/W1863759425","https://openalex.org/W1967351353","https://openalex.org/W1978001275","https://openalex.org/W1980884911","https://openalex.org/W2037988353","https://openalex.org/W2047983931","https://openalex.org/W2050795671","https://openalex.org/W2050946000","https://openalex.org/W2063090239","https://openalex.org/W2109410326","https://openalex.org/W2113576511","https://openalex.org/W2121442685","https://openalex.org/W2126693856","https://openalex.org/W2137627374","https://openalex.org/W2147867942","https://openalex.org/W2167850919","https://openalex.org/W2169679878","https://openalex.org/W2295598076","https://openalex.org/W2328176404","https://openalex.org/W2331048181","https://openalex.org/W2395319160","https://openalex.org/W2409428027","https://openalex.org/W2498305138","https://openalex.org/W2548555170","https://openalex.org/W2554594063","https://openalex.org/W2584774372","https://openalex.org/W2605788521","https://openalex.org/W2612100421","https://openalex.org/W2619805104","https://openalex.org/W2770257328","https://openalex.org/W2806119116","https://openalex.org/W2807295499","https://openalex.org/W2847707646","https://openalex.org/W2886677771","https://openalex.org/W2895690830","https://openalex.org/W3102476541","https://openalex.org/W4241261201"],"related_works":["https://openalex.org/W2020256205","https://openalex.org/W3034632274","https://openalex.org/W2100553915","https://openalex.org/W4385377915","https://openalex.org/W3205130836","https://openalex.org/W2073914624","https://openalex.org/W2101443709","https://openalex.org/W2333817009","https://openalex.org/W4308853968","https://openalex.org/W2902645344"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"investigate":[2],"left":[3,128,131,178,225],"atrial":[4,11,64,129,164,179,226],"shape":[5,25,76,106,115,165,198,205,218,227,248],"differences":[6,26,246],"on":[7,99],"CT":[8,43,71,238],"scans":[9,44],"of":[10,63,84,96,157,176,184],"fibrillation":[12],"(AF)":[13],"patients":[14,37,235],"with":[15,45],"(AF+)":[16],"versus":[17],"without":[18],"(AF-)":[19],"post-ablation":[20,57,253],"recurrence":[21,48,113],"and":[22,69,118,122,140,173,215,219,233],"whether":[23],"these":[24],"predict":[27,252],"AF":[28,36,47,112,141,185,231,254],"recurrence.":[29,255],"METHODS:":[30],"This":[31],"retrospective":[32],"study":[33],"included":[34],"68":[35],"who":[38],"had":[39],"pre-catheter":[40],"ablation":[41],"cardiac":[42],"contrast.":[46],"was":[49,79,195],"defined":[50],"at":[51,117],"1":[52],"year,":[53],"excluding":[54],"a":[55],"3-month":[56],"blanking":[58],"period.":[59],"After":[60,87],"creating":[61],"atlases":[62],"models":[65],"from":[66,200],"segmented":[67],"AF+":[68],"AF-":[70],"images,":[72],"an":[73],"atlas-based":[74],"implicit":[75],"differentiation":[77],"method":[78],"used":[80,103],"to":[81,91,104,244,251],"identify":[82],"surface":[83],"interest":[85],"(SOI).":[86],"registering":[88],"the":[89,97,100,120,169,174,177,182,187,190,201,208,212,245],"SOI":[90,101,121],"each":[92],"patient":[93],"model,":[94],"statistics":[95],"deformation":[98],"were":[102,152,166,228,249],"create":[105],"descriptors.":[107],"The":[108],"performance":[109],"in":[110,163,224,247],"predicting":[111],"using":[114,154,236],"features":[116,199,206,242],"outside":[119,207],"eight":[123],"clinical":[124,213,220],"factors":[125],"(age,":[126],"sex,":[127],"volume,":[130],"ventricular":[132],"ejection":[133],"fraction,":[134],"body":[135],"mass":[136],"index,":[137],"sinus":[138],"rhythm,":[139],"type":[142,147],"[persistent":[143],"vs":[144,149],"paroxysmal],":[145],"catheter-ablation":[146],"[Cryoablation":[148],"Irrigated":[150],"RF])":[151],"compared":[153],"100":[155],"runs":[156],"fivefold":[158],"cross":[159],"validation.":[160],"RESULTS:":[161],"Differences":[162,223],"found":[167,250],"surrounding":[168],"pulmonary":[170],"vein":[171],"ostia":[172],"base":[175],"appendage.":[180],"In":[181],"prediction":[183],"recurrence,":[186],"area":[188],"under":[189],"receiver-operating":[191],"characteristics":[192],"curve":[193],"(AUC)":[194],"0.67":[196],"for":[197,204,211],"SOI,":[202,209],"0.58":[203],"0.71":[210],"parameters,":[214],"0.78":[216],"combining":[217],"features.":[221],"CONCLUSION:":[222],"identified":[229],"between":[230],"recurrent":[232],"non-recurrent":[234],"pre-procedure":[237],"scans.":[239],"New":[240],"radiomic":[241],"corresponding":[243]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2021-03-29T00:00:00"}