{"id":"https://openalex.org/W2972375412","doi":"https://doi.org/10.1145/3341162.3349331","title":"A multi-modal approach for non-invasive detection of coronary artery disease","display_name":"A multi-modal approach for non-invasive detection of coronary artery disease","publication_year":2019,"publication_date":"2019-09-09","ids":{"openalex":"https://openalex.org/W2972375412","doi":"https://doi.org/10.1145/3341162.3349331","mag":"2972375412"},"language":"en","primary_location":{"id":"doi:10.1145/3341162.3349331","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3349331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","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/A5103033933","display_name":"Rohan Banerjee","orcid":"https://orcid.org/0000-0003-2816-3736"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohan Banerjee","raw_affiliation_strings":["Tata Consultancy Services, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013973948","display_name":"Avik Ghose","orcid":"https://orcid.org/0000-0002-0733-7082"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Ghose","raw_affiliation_strings":["Tata Consultancy Services, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034140949","display_name":"Aniruddha Sinha","orcid":"https://orcid.org/0000-0002-4679-3806"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aniruddha Sinha","raw_affiliation_strings":["Tata Consultancy Services, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072563444","display_name":"Arpan Pal","orcid":"https://orcid.org/0000-0001-9101-8051"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arpan Pal","raw_affiliation_strings":["Tata Consultancy Services, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086908612","display_name":"Kayapanda Mandana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141555","display_name":"Fortis Hospital","ror":"https://ror.org/03tx9q361","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210141555"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K M Mandana","raw_affiliation_strings":["Fortis Hospital, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fortis Hospital, Kolkata, India","institution_ids":["https://openalex.org/I4210141555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5263,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71215033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"543","last_page":"550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9976999759674072,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.8720090389251709},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.8055403232574463},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5703128576278687},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.5149615406990051},{"id":"https://openalex.org/keywords/coronary-angiography","display_name":"Coronary angiography","score":0.5024025440216064},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4768144488334656},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4650847315788269},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4197896420955658},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4120749235153198},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3906383812427521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3573576807975769},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.33915379643440247},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3350664973258972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3239615261554718},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07204356789588928}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8720090389251709},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.8055403232574463},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5703128576278687},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.5149615406990051},{"id":"https://openalex.org/C3019004856","wikidata":"https://www.wikidata.org/wiki/Q42297149","display_name":"Coronary angiography","level":3,"score":0.5024025440216064},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4768144488334656},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4650847315788269},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4197896420955658},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4120749235153198},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3906383812427521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3573576807975769},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.33915379643440247},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3350664973258972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3239615261554718},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07204356789588928},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341162.3349331","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3349331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1533820530","https://openalex.org/W1628420377","https://openalex.org/W1807435823","https://openalex.org/W1975250652","https://openalex.org/W1990031103","https://openalex.org/W2040770843","https://openalex.org/W2044011870","https://openalex.org/W2092313860","https://openalex.org/W2121549452","https://openalex.org/W2133918369","https://openalex.org/W2139301295","https://openalex.org/W2147609545","https://openalex.org/W2165700458","https://openalex.org/W2301158262","https://openalex.org/W2514497368","https://openalex.org/W2567852921","https://openalex.org/W2593579557","https://openalex.org/W2756296795","https://openalex.org/W2768442032","https://openalex.org/W2782921059","https://openalex.org/W2884941209","https://openalex.org/W2917462181"],"related_works":["https://openalex.org/W1589419489","https://openalex.org/W4229543669","https://openalex.org/W1783185948","https://openalex.org/W615772105","https://openalex.org/W2999505641","https://openalex.org/W2401866201","https://openalex.org/W2945629533","https://openalex.org/W1554029525","https://openalex.org/W4234735624","https://openalex.org/W2553942461"],"abstract_inverted_index":{"Coronary":[0,11],"Artery":[1],"Disease":[2],"(CAD)":[3],"is":[4,27,74],"a":[5,19,28,33,97,120],"leading":[6],"cause":[7],"of":[8,53,69],"death":[9],"globally.":[10],"angiography,":[12],"the":[13,59,67,124,140,153],"clinical":[14],"diagnosis":[15,46,115],"for":[16,112],"CAD":[17,54,105,166],"involves":[18],"surgery":[20],"and":[21,47,81,132,160],"admission":[22],"to":[23,95],"hospital.":[24],"While":[25],"this":[26,84],"proven":[29],"gold":[30],"standard,":[31],"having":[32],"less":[34],"exact":[35],"low-cost":[36],"non-invasive":[37,79,109],"screening":[38],"method":[39],"would":[40],"be":[41],"very":[42],"helpful":[43],"in":[44,58,107,164],"mass":[45],"pre-diagnosis.":[48],"However,":[49],"all":[50],"physiological":[51],"manifestations":[52],"either":[55],"appear":[56],"late":[57],"time-curve":[60],"or":[61],"are":[62,136],"non-specific":[63],"surrogate":[64],"markers.":[65],"With":[66],"advent":[68],"Artificial":[70],"Intelligence":[71],"(AI),":[72],"there":[73],"new":[75],"hope":[76],"using":[77,129,143,174],"multi-modal":[78],"sensing":[80],"analysis.":[82],"In":[83],"paper,":[85],"we":[86],"combine":[87],"domain":[88],"knowledge":[89],"with":[90],"AI":[91],"based":[92],"data":[93],"analysis":[94],"propose":[96],"novel":[98],"two-stage":[99],"approach":[100,155],"that":[101,152],"effectively":[102],"incorporates":[103],"multiple":[104],"markers":[106],"various":[108,147],"cardiovascular":[110,148],"signals":[111],"an":[113,169],"improved":[114],"system.":[116],"At":[117],"first":[118],"stage,":[119],"hierarchical":[121],"rule-engine":[122],"identifies":[123],"high":[125],"cardiac":[126],"risk":[127],"population":[128],"patient":[130],"demography":[131],"medical":[133],"history,":[134],"who":[135],"further":[137],"analysed":[138],"at":[139],"second":[141],"stage":[142],"numeric":[144],"features":[145],"from":[146],"signals.":[149],"Results":[150],"show":[151],"proposed":[154],"achieves":[156],"sensitivity":[157],"=":[158,162],"0.96":[159],"specificity":[161],"0.91":[163],"classifying":[165],"patients":[167],"on":[168],"in-house":[170],"hospital":[171],"dataset,":[172],"recorded":[173],"commercially":[175],"available":[176],"sensors.":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}