{"id":"https://openalex.org/W3033834117","doi":"https://doi.org/10.1145/3386164.3389084","title":"Localization of Myocardial Infarction from 12 Lead ECG Empowered with Novel Machine Learning","display_name":"Localization of Myocardial Infarction from 12 Lead ECG Empowered with Novel Machine Learning","publication_year":2019,"publication_date":"2019-09-25","ids":{"openalex":"https://openalex.org/W3033834117","doi":"https://doi.org/10.1145/3386164.3389084","mag":"3033834117"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386164.3389084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090509374","display_name":"Mazen Megahed","orcid":null},"institutions":[],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mazen Megahed","raw_affiliation_strings":["HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, Heartio.ai, USA"],"affiliations":[{"raw_affiliation_string":"HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, Heartio.ai, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000166723","display_name":"Utkars Jain","orcid":"https://orcid.org/0000-0002-1800-0768"},"institutions":[],"countries":["US"],"is_corresponding":false,"raw_author_name":"Utkars Jain","raw_affiliation_strings":["HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, USA"],"affiliations":[{"raw_affiliation_string":"HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080091964","display_name":"Michael Leasure","orcid":"https://orcid.org/0000-0002-1488-712X"},"institutions":[],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Leasure","raw_affiliation_strings":["HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, USA"],"affiliations":[{"raw_affiliation_string":"HEARTio (Heart Input Output, Inc.), a Delaware C-Corp, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054383861","display_name":"Adam A. Butchy","orcid":"https://orcid.org/0000-0002-0096-0031"},"institutions":[],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Butchy","raw_affiliation_strings":["HEARTio (Heart Input Output, Inc.), a Delaware C Corp, USA"],"affiliations":[{"raw_affiliation_string":"HEARTio (Heart Input Output, Inc.), a Delaware C Corp, USA","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":61},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9982,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9921,"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/modalities","display_name":"Modalities","score":0.6046411},{"id":"https://openalex.org/keywords/heart-rhythm","display_name":"Heart Rhythm","score":0.54449534},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.52210104}],"concepts":[{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.6517571},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.6450994},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6046411},{"id":"https://openalex.org/C2780065318","wikidata":"https://www.wikidata.org/wiki/Q2058605","display_name":"Heart Rhythm","level":2,"score":0.54449534},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.52210104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.45813113},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.44809395},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.42289376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40325403},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38549688},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386164.3389084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.62,"id":"https://metadata.un.org/sdg/3"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W1972003923","https://openalex.org/W1985853978","https://openalex.org/W2022691337","https://openalex.org/W2041110545","https://openalex.org/W2074771691","https://openalex.org/W2077430201","https://openalex.org/W2162700772","https://openalex.org/W2162800060","https://openalex.org/W2184026387","https://openalex.org/W2475310753","https://openalex.org/W2580792129","https://openalex.org/W2755499309","https://openalex.org/W4240216723"],"related_works":["https://openalex.org/W4281691423","https://openalex.org/W4255463199","https://openalex.org/W4243014959","https://openalex.org/W2415764305","https://openalex.org/W2411039299","https://openalex.org/W2334139353","https://openalex.org/W2318949977","https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W1856410221"],"abstract_inverted_index":{"There":[0],"are":[1,120],"multiple":[2,21],"modalities":[3],"used":[4,70],"to":[5,24,36,50,71,102,122,137],"diagnose":[6,72],"abnormalities":[7],"of":[8,12,31,54],"the":[9,29,37,52,55,62,81,105,138],"heart":[10,73,75,92],"consisting":[11],"various":[13],"invasive":[14,26],"and":[15,34,43,61,78,111,124],"noninvasive":[16],"tests.":[17],"Patients":[18],"may":[19],"undergo":[20],"tests,":[22],"progressing":[23],"more":[25],"methods":[27],"at":[28,128],"expense":[30],"patient":[32],"risk":[33],"cost":[35],"pair.":[38],"HEARTio,":[39],"through":[40],"machine":[41],"learning":[42],"algorithmic":[44],"processing":[45],"our":[46,135],"proprietary":[47],"software,":[48],"hopes":[49],"improve":[51],"accuracy":[53,130],"electrocardiography:":[56],"a":[57],"century":[58],"old":[59],"technology":[60],"most":[63,106],"commonly":[64],"performed":[65],"cardiac":[66,87],"test.":[67],"It":[68],"is":[69],"attacks,":[74,93],"rhythm":[76],"problems":[77],"operates":[79],"as":[80],"gateway":[82],"testing":[83],"for":[84],"patients":[85],"undergoing":[86],"evaluation.":[88],"Myocardial":[89],"infarction,":[90],"or":[91],"affect":[94],"almost":[95],"800,000":[96],"Americans":[97],"yearly":[98],"[7]":[99],"with":[100],"time":[101],"treatment":[103],"being":[104],"important":[107],"factor":[108],"in":[109,115],"recovery":[110],"therapy.":[112],"We":[113],"show":[114],"this":[116],"paper":[117],"that":[118],"we":[119],"able":[121],"localize":[123],"detect":[125],"myocardial":[126],"infarctions":[127],"an":[129],"above":[131],"99%":[132],"by":[133],"applying":[134],"system":[136],"PTB":[139],"database.":[140]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3033834117","counts_by_year":[],"updated_date":"2025-01-05T10:04:52.032431","created_date":"2020-06-12"}