{"id":"https://openalex.org/W3009913288","doi":"https://doi.org/10.1109/ist48021.2019.9010107","title":"Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites","display_name":"Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3009913288","doi":"https://doi.org/10.1109/ist48021.2019.9010107","mag":"3009913288"},"language":"en","primary_location":{"id":"doi:10.1109/ist48021.2019.9010107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist48021.2019.9010107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Imaging Systems and Techniques (IST)","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/A5101792938","display_name":"Ahmed M. Naglah","orcid":"https://orcid.org/0000-0003-4377-5239"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Naglah","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003428654","display_name":"Fahmi Khalifa","orcid":"https://orcid.org/0000-0003-3318-2851"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fahmi Khalifa","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025347131","display_name":"Narayana Sarma V. Singam","orcid":"https://orcid.org/0000-0002-6289-2273"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Narayana Singam","raw_affiliation_strings":["Department of Medicine, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080387922","display_name":"Bahjat AlAdili","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bahjat Aladili","raw_affiliation_strings":["Department of Medicine, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020634024","display_name":"Mohammed Ghazal","orcid":"https://orcid.org/0000-0002-9045-6698"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohammad Ghazal","raw_affiliation_strings":["Electrical and Computer Engineering Department, Abu Dhabi University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069633988","display_name":"Guruprasad A. Giridharan","orcid":"https://orcid.org/0000-0003-3263-9354"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guruprasad Giridharan","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074885987","display_name":"Ashraf Khalil","orcid":"https://orcid.org/0000-0003-1584-8525"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ashraf Khalil","raw_affiliation_strings":["Computer Science and Information Technology at Abu Dhabi University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Technology at Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045337673","display_name":"Adel Elmaghraby","orcid":"https://orcid.org/0000-0001-5274-8596"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adel Elmaghraby","raw_affiliation_strings":["Computer Engineering and Computer Science, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Computer Science, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075057705","display_name":"Ayman El\u2010Baz","orcid":"https://orcid.org/0000-0001-7264-1323"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayman El-Baz","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017391708","display_name":"Andrew P. DeFilippis","orcid":"https://orcid.org/0000-0002-5135-9748"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew DeFilippis","raw_affiliation_strings":["Department of Medicine, University of Louisville, Louisville, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Louisville, Louisville, United States","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2892,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69068494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9797999858856201,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9797999858856201,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9311000108718872,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9164000153541565,"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-infarction","display_name":"Myocardial infarction","score":0.669256329536438},{"id":"https://openalex.org/keywords/thrombus","display_name":"Thrombus","score":0.5759513974189758},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.48182573914527893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4680335819721222},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4446796774864197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42680495977401733},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37719112634658813},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3765304386615753},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2399207353591919}],"concepts":[{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.669256329536438},{"id":"https://openalex.org/C2781362458","wikidata":"https://www.wikidata.org/wiki/Q1588755","display_name":"Thrombus","level":2,"score":0.5759513974189758},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.48182573914527893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4680335819721222},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4446796774864197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42680495977401733},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37719112634658813},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3765304386615753},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2399207353591919},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ist48021.2019.9010107","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist48021.2019.9010107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W55869762","https://openalex.org/W1534477342","https://openalex.org/W1596717185","https://openalex.org/W1605596740","https://openalex.org/W2004575852","https://openalex.org/W2010692449","https://openalex.org/W2023476184","https://openalex.org/W2044791258","https://openalex.org/W2130853020","https://openalex.org/W2133440648","https://openalex.org/W2143426320","https://openalex.org/W2167228964","https://openalex.org/W2171936986","https://openalex.org/W2292124653","https://openalex.org/W2400561932","https://openalex.org/W2556301080","https://openalex.org/W2610649603","https://openalex.org/W2766736793","https://openalex.org/W2915473764","https://openalex.org/W2917462181","https://openalex.org/W2996780088","https://openalex.org/W4211104669","https://openalex.org/W4248391971","https://openalex.org/W4292856638","https://openalex.org/W6604844527","https://openalex.org/W6632075054","https://openalex.org/W6636092606"],"related_works":["https://openalex.org/W2386103928","https://openalex.org/W4385751683","https://openalex.org/W2365917438","https://openalex.org/W3007593588","https://openalex.org/W2383749768","https://openalex.org/W1968496232","https://openalex.org/W3147417671","https://openalex.org/W2370819375","https://openalex.org/W4393946826","https://openalex.org/W2085736171"],"abstract_inverted_index":{"Acute":[0],"myocardial":[1],"infarction":[2],"(MI)":[3],"is":[4],"complicated,":[5],"and":[6,24,45,55,113,126,156],"multiple":[7,94],"etiologies":[8],"can":[9],"result":[10],"in":[11,53,88],"this":[12],"clinical":[13],"condition.":[14],"Guidelines":[15],"recognize":[16],"two":[17],"categories":[18],"of":[19,58,61,73,86,90,110,151,154,158],"MI:":[20],"Thrombotic":[21],"(Type":[22,26],"1)":[23],"non-thrombotic":[25],"2),":[27],"that":[28,70,106],"have":[29],"quite":[30],"same":[31],"prevalence":[32],"but":[33],"require":[34,48],"unlike":[35],"treatment.":[36],"Unfortunately,":[37],"diagnostic":[38],"criteria":[39],"to":[40,132],"differentiate":[41],"between":[42,80],"Type":[43,46],"1":[44],"2":[47],"invasive":[49],"procedures.":[50],"This":[51,63],"results":[52],"inefficient":[54],"sub-optimal":[56],"care":[57],"patients":[59,92],"suspected":[60],"MI.":[62],"paper":[64],"presents":[65],"a":[66,101],"novel":[67],"machine-learning":[68],"system":[69,120],"detects":[71],"biomarkers":[72],"thrombus":[74],"formation":[75,85],"by":[76,100,140],"analyzing":[77],"the":[78,84,108],"association":[79],"plasma":[81],"metabolites":[82,115,135],"with":[83],"thrombosis":[87],"cohort":[89],"MI":[91,161],"at":[93,136],"time-points.":[95],"Study":[96],"data":[97],"are":[98],"collected":[99],"newly":[102],"introduced":[103],"non-targeted":[104],"technique":[105],"evaluates":[107],"quantities":[109],"both":[111],"known":[112],"unknown":[114],"from":[116],"blood":[117],"samples.":[118],"Our":[119,146],"uses":[121],"recursive":[122],"feature":[123],"elimination":[124],"(RFE)":[125],"multi-layer":[127],"perceptron":[128],"(MLP)":[129],"neural":[130],"network":[131],"detect":[133],"associated":[134],"each":[137],"time-point":[138],"followed":[139],"weighted-voting":[141],"algorithm":[142],"using":[143],"ensemble":[144],"learning.":[145],"experiment":[147],"achieves":[148],"an":[149],"accuracy":[150],"91%,":[152],"sensitivity":[153],"89%,":[155],"specificity":[157],"94%":[159],"for":[160],"diagnosis.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
