{"id":"https://openalex.org/W2890894699","doi":null,"title":"Abstract 15967: Identifying Ventricular Arrhythmia Cases and Their Predictors by Applying Machine Learning Methods to Electronic Health Records (EHR) of Hypertrophic Cardiomyopathy (HCM) Patients","display_name":"Abstract 15967: Identifying Ventricular Arrhythmia Cases and Their Predictors by Applying Machine Learning Methods to Electronic Health Records (EHR) of Hypertrophic Cardiomyopathy (HCM) Patients","publication_year":2017,"publication_date":"2017-11-14","ids":{"openalex":"https://openalex.org/W2890894699","mag":"2890894699"},"language":"en","primary_location":{"id":"mag:2890894699","doi":null,"is_oa":false,"landing_page_url":"https://www.ahajournals.org/doi/abs/10.1161/circ.136.suppl_1.15967","pdf_url":null,"source":{"id":"https://openalex.org/S116251202","display_name":"Circulation","issn_l":"0009-7322","issn":["0009-7322","1524-4539"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Circulation","raw_type":null},"volume":null,"type":"conference-abstract","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047314505","display_name":"Moumita Bhattacharya","orcid":"https://orcid.org/0000-0002-7836-4504","observed_orcids":["https://orcid.org/0000-0002-7836-4504"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moumita Bhattacharya","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7836-4504","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065619049","display_name":"Dai\u2010Yin Lu","orcid":"https://orcid.org/0000-0002-2619-1242","observed_orcids":["https://orcid.org/0000-0002-2619-1242"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dai\u2010Yin Lu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2619-1242","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028547710","display_name":"Prasanth Lingamaneni","orcid":"https://orcid.org/0000-0003-2575-1823","observed_orcids":["https://orcid.org/0000-0003-2575-1823"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prasanth Lingamaneni","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2575-1823","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065102824","display_name":"Shibani M. Kudchadkar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shibani M. Kudchadkar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113311489","display_name":"Gabriela Villareal","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriela Villareal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004093011","display_name":"Sanjay Sivalokanathan","orcid":"https://orcid.org/0000-0002-3227-3295","observed_orcids":["https://orcid.org/0000-0002-3227-3295"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjay Sivalokanathan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3227-3295","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009953580","display_name":"Pam C Villalobos","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pam C Villalobos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071332365","display_name":"Stefan Loy Zimmerman","orcid":"https://orcid.org/0000-0002-9422-6742","observed_orcids":["https://orcid.org/0000-0002-9422-6742"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan L. Zimmerman","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9422-6742","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026004575","display_name":"Theodore P Abrahram","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Theodore P Abrahram","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041931283","display_name":"Maria Roselle Abraham","orcid":"https://orcid.org/0000-0002-7989-2210","observed_orcids":["https://orcid.org/0000-0002-7989-2210"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Roselle Abraham","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7989-2210","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5043310715","display_name":"Hagit Shatkay","orcid":"https://orcid.org/0000-0001-6953-3970","observed_orcids":["https://orcid.org/0000-0001-6953-3970"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hagit Shatkay","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6953-3970","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6401000022888184,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6401000022888184,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10882","display_name":"Cardiomyopathy and Myosin Studies","score":0.12999999523162842,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.08669999986886978,"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/ventricular-arrhythmias","display_name":"ventricular arrhythmias","score":0.8999999761581421},{"id":"https://openalex.org/keywords/hypertrophic-cardiomyopathy","display_name":"hypertrophic cardiomyopathy","score":1.0},{"id":"https://openalex.org/keywords/arrhythmia-prediction","display_name":"arrhythmia prediction","score":0.8230000138282776},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.8700000047683716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8090000152587891},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.9595524072647095},{"id":"https://openalex.org/C2780185194","wikidata":"https://www.wikidata.org/wiki/Q1364270","display_name":"Hypertrophic cardiomyopathy","level":2,"score":0.9167492389678955},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.6085476875305176},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6019222140312195},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.598414421081543},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5756863355636597},{"id":"https://openalex.org/C2778797674","wikidata":"https://www.wikidata.org/wiki/Q847583","display_name":"Cardiomyopathy","level":3,"score":0.5142214298248291},{"id":"https://openalex.org/C2775935837","wikidata":"https://www.wikidata.org/wiki/Q202837","display_name":"Sudden cardiac death","level":2,"score":0.4252791106700897},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.18022695183753967},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.1081387996673584},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2890894699","doi":null,"is_oa":false,"landing_page_url":"https://www.ahajournals.org/doi/abs/10.1161/circ.136.suppl_1.15967","pdf_url":null,"source":{"id":"https://openalex.org/S116251202","display_name":"Circulation","issn_l":"0009-7322","issn":["0009-7322","1524-4539"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Circulation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.98580002784729,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2915521690","https://openalex.org/W4310239183","https://openalex.org/W2900828001","https://openalex.org/W4286312232","https://openalex.org/W4415789837","https://openalex.org/W4376273581","https://openalex.org/W4286310810","https://openalex.org/W4382282673","https://openalex.org/W2975367411","https://openalex.org/W4382502009"],"abstract_inverted_index":{"Introduction:":[0],"Ventricular":[1],"arrhythmias":[2],"(VA)":[3],"are":[4],"a":[5,17],"major":[6],"cause":[7],"of":[8],"death":[9],"in":[10,25],"hypertrophic":[11],"cardiomyopathy":[12],"(HCM)":[13],"patients.":[14],"We":[15],"develop":[16],"machine":[18],"learning":[19],"method":[20],"to":[21],"effectively":[22],"identify":[23],"VA":[24],"HCM":[26],"patients":[27],"...":[28]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2018-09-27T00:00:00"}
