{"id":"https://openalex.org/W4360585248","doi":"https://doi.org/10.1109/ic3i56241.2022.10073329","title":"Survival Prediction of a Patient afterward a Heart Attack by Machine Learning","display_name":"Survival Prediction of a Patient afterward a Heart Attack by Machine Learning","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585248","doi":"https://doi.org/10.1109/ic3i56241.2022.10073329"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10073329","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10073329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"},"type":"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/A5025845477","display_name":"Biswajit Giri","orcid":null},"institutions":[{"id":"https://openalex.org/I16019930","display_name":"Saha Institute of Nuclear Physics","ror":"https://ror.org/0491yz035","country_code":"IN","type":"facility","lineage":["https://openalex.org/I16019930"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Biswajit Giri","raw_affiliation_strings":["Meghnad Saha Institute of Technology,Kolkata,India","Meghnad Saha Institute of Technology, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Meghnad Saha Institute of Technology,Kolkata,India","institution_ids":["https://openalex.org/I16019930"]},{"raw_affiliation_string":"Meghnad Saha Institute of Technology, Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057805851","display_name":"Suman Kumari Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I16019930","display_name":"Saha Institute of Nuclear Physics","ror":"https://ror.org/0491yz035","country_code":"IN","type":"facility","lineage":["https://openalex.org/I16019930"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suman Kumari Agarwal","raw_affiliation_strings":["Meghnad Saha Institute of Technology,Kolkata,India","Meghnad Saha Institute of Technology, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Meghnad Saha Institute of Technology,Kolkata,India","institution_ids":["https://openalex.org/I16019930"]},{"raw_affiliation_string":"Meghnad Saha Institute of Technology, Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113545439","display_name":"Nandani Kumari","orcid":null},"institutions":[{"id":"https://openalex.org/I16019930","display_name":"Saha Institute of Nuclear Physics","ror":"https://ror.org/0491yz035","country_code":"IN","type":"facility","lineage":["https://openalex.org/I16019930"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nandani Kumari","raw_affiliation_strings":["Meghnad Saha Institute of Technology,Kolkata,India","Meghnad Saha Institute of Technology, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Meghnad Saha Institute of Technology,Kolkata,India","institution_ids":["https://openalex.org/I16019930"]},{"raw_affiliation_string":"Meghnad Saha Institute of Technology, Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rana Majumder","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132326","display_name":"Techno India Group (India)","ror":"https://ror.org/03zx8g717","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210132326"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rana Majumder","raw_affiliation_strings":["Sister Nivedita University,Kolkata,India","Sister Nivedita University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Sister Nivedita University,Kolkata,India","institution_ids":["https://openalex.org/I4210132326"]},{"raw_affiliation_string":"Sister Nivedita University, Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076497153","display_name":"Sumita Gupta","orcid":"https://orcid.org/0000-0001-5947-9659"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumita Gupta","raw_affiliation_strings":["ASET, Amity University,Noida,India","ASET, Amity University, Noida, India"],"affiliations":[{"raw_affiliation_string":"ASET, Amity University,Noida,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"ASET, Amity University, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001560268","display_name":"Anirban P. Mitra","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132326","display_name":"Techno India Group (India)","ror":"https://ror.org/03zx8g717","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210132326"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anirban Mitra","raw_affiliation_strings":["Sister Nivedita University,Kolkata,India","Sister Nivedita University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Sister Nivedita University,Kolkata,India","institution_ids":["https://openalex.org/I4210132326"]},{"raw_affiliation_string":"Sister Nivedita University, Kolkata, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025845477"],"corresponding_institution_ids":["https://openalex.org/I16019930"],"apc_list":null,"apc_paid":null,"fwci":0.8189,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75163675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1231","last_page":"1236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.995199978351593,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.995199978351593,"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":0.9879000186920166,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/preprocessor","display_name":"Preprocessor","score":0.6521236896514893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5594270825386047},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4894222319126129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4748521149158478},{"id":"https://openalex.org/keywords/coronary-arteries","display_name":"Coronary arteries","score":0.44991397857666016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41415566205978394},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.36924290657043457},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.35347068309783936},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3308623135089874},{"id":"https://openalex.org/keywords/artery","display_name":"Artery","score":0.09421339631080627}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6521236896514893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5594270825386047},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4894222319126129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4748521149158478},{"id":"https://openalex.org/C2778742706","wikidata":"https://www.wikidata.org/wiki/Q18361829","display_name":"Coronary arteries","level":3,"score":0.44991397857666016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41415566205978394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36924290657043457},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.35347068309783936},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3308623135089874},{"id":"https://openalex.org/C2776820930","wikidata":"https://www.wikidata.org/wiki/Q9655","display_name":"Artery","level":2,"score":0.09421339631080627}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10073329","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10073329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1981036651","https://openalex.org/W2010952163","https://openalex.org/W2046618876","https://openalex.org/W2054931962","https://openalex.org/W2137219833","https://openalex.org/W2170074914","https://openalex.org/W3091871822","https://openalex.org/W3121452223","https://openalex.org/W3209833940","https://openalex.org/W4210838169","https://openalex.org/W4281752717"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W3092506759","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W3195278891"],"abstract_inverted_index":{"Heart":[0],"attack":[1],"is":[2],"a":[3,34,77,88,117],"major":[4],"threat":[5],"to":[6,63,98],"human":[7],"life.":[8,54],"It":[9],"occurs":[10],"in":[11,53],"one":[12,82],"or":[13],"more":[14,83],"coronary":[15],"arteries":[16],"refilled":[17],"by":[18],"the":[19,26,66,99,107],"oxygen-rich":[20],"blood,":[21],"which":[22],"also":[23],"supplies":[24],"into":[25],"heart":[27,36,48,89],"muscle,":[28],"suddenly":[29],"becomes":[30],"blocked,":[31],"and":[32,68],"unfortunately,":[33],"few":[35],"muscle":[37],"sections":[38],"can\u2019t":[39],"get":[40],"sufficient":[41],"oxygen.":[42],"In":[43],"past,":[44],"most":[45],"patients":[46],"suffered":[47],"attacks":[49],"at":[50],"some":[51,56],"stage":[52],"Unfortunately,":[55],"of":[57],"them":[58],"lost":[59],"their":[60],"lives":[61],"due":[62],"this.":[64],"When":[65],"non-survival":[67],"survival":[69],"variables":[70],"both":[71],"are":[72],"examined":[73],"that":[74,106],"determines":[75],"whether":[76],"patient":[78],"will":[79],"survive":[80],"for":[81],"year":[84],"after":[85],"suffering":[86],"from":[87],"attack.":[90],"A":[91],"supervised":[92],"learning":[93],"technique":[94],"has":[95],"been":[96],"applied":[97,110],"Echocardiogram":[100],"Dataset.":[101],"The":[102],"experimental":[103],"outcomes":[104],"show":[105],"proposed":[108],"methodology":[109],"with":[111],"several":[112],"data":[113],"preprocessing":[114],"approaches":[115],"achieved":[116],"decent":[118],"94.74%":[119],"classification":[120],"accuracy.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
