{"id":"https://openalex.org/W2785554073","doi":"https://doi.org/10.1109/pimrc.2017.8292659","title":"Smart cardiac health management in IoT through heart sound signal analytics and robust noise filtering","display_name":"Smart cardiac health management in IoT through heart sound signal analytics and robust noise filtering","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2785554073","doi":"https://doi.org/10.1109/pimrc.2017.8292659","mag":"2785554073"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2017.8292659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2017.8292659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)","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/A5068538481","display_name":"Arijit Ukil","orcid":"https://orcid.org/0000-0003-1794-6719"},"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":true,"raw_author_name":"Arijit Ukil","raw_affiliation_strings":["TCS Research and Innovation, Tata Consultancy Services, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation, Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101549578","display_name":"Uttam Kumar Roy","orcid":"https://orcid.org/0000-0001-6382-1613"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Uttam Kumar Roy","raw_affiliation_strings":["Dept. Information Technology, Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Dept. Information Technology, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068538481"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.9982,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.78916526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9902999997138977,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9420999884605408,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phonocardiogram","display_name":"Phonocardiogram","score":0.9393410682678223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8015080094337463},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6614089608192444},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5970527529716492},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5009298324584961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4769112765789032},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47437888383865356},{"id":"https://openalex.org/keywords/heart-sounds","display_name":"Heart sounds","score":0.4552324414253235},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44883838295936584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37071627378463745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36570820212364197},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.10464459657669067},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.09497377276420593},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09163093566894531}],"concepts":[{"id":"https://openalex.org/C159693508","wikidata":"https://www.wikidata.org/wiki/Q3301075","display_name":"Phonocardiogram","level":2,"score":0.9393410682678223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8015080094337463},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6614089608192444},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5970527529716492},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5009298324584961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4769112765789032},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47437888383865356},{"id":"https://openalex.org/C2779435589","wikidata":"https://www.wikidata.org/wiki/Q967103","display_name":"Heart sounds","level":2,"score":0.4552324414253235},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44883838295936584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37071627378463745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36570820212364197},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.10464459657669067},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.09497377276420593},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09163093566894531},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc.2017.8292659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2017.8292659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1990966197","https://openalex.org/W1992065752","https://openalex.org/W2004001941","https://openalex.org/W2004196049","https://openalex.org/W2027913322","https://openalex.org/W2078978121","https://openalex.org/W2083619136","https://openalex.org/W2086245174","https://openalex.org/W2092239883","https://openalex.org/W2096945460","https://openalex.org/W2106587369","https://openalex.org/W2111982536","https://openalex.org/W2119153877","https://openalex.org/W2128478356","https://openalex.org/W2154053567","https://openalex.org/W2156504490","https://openalex.org/W2162800060","https://openalex.org/W2162833766","https://openalex.org/W2295255351","https://openalex.org/W2394537529","https://openalex.org/W2394976544","https://openalex.org/W2591627028","https://openalex.org/W3102424066","https://openalex.org/W6672275516","https://openalex.org/W6677735188","https://openalex.org/W6682686508","https://openalex.org/W6712306147"],"related_works":["https://openalex.org/W2152419616","https://openalex.org/W2728656984","https://openalex.org/W1506440961","https://openalex.org/W2018728702","https://openalex.org/W1972136701","https://openalex.org/W2563931857","https://openalex.org/W2182974840","https://openalex.org/W2083083343","https://openalex.org/W2066804906","https://openalex.org/W2792997810"],"abstract_inverted_index":{"Heart":[0],"sound":[1],"or":[2,52],"Phonocardiogram":[3],"(PCG)":[4],"is":[5,56,151],"one":[6],"of":[7,11,17,19,24,30,44,48,60,76,155,173,197,209],"the":[8,15,45,57,77,93,201,206],"fundamental":[9],"markers":[10],"cardiac":[12,40,105,114,145,211],"health.":[13],"With":[14],"promise":[16],"Internet":[18],"Things":[20],"(IoT)":[21],"and":[22,38,74,108,143,160,170],"advent":[23],"wearable-captured":[25],"PCG":[26,31,63,96,124,176,182,198],"signal,":[27],"automated":[28,50,78],"analysis":[29],"signal":[32,135,156],"plays":[33],"vital":[34],"role":[35],"in":[36,62,95],"remote":[37],"mobile":[39],"health":[41,115],"management.":[42],"One":[43],"challenging":[46],"problems":[47],"completely":[49],"analytics":[51,142],"clinical":[53,85,141,207],"prediction":[54],"method":[55,122],"frequent":[58],"presence":[59],"corruption":[61,94],"signals":[64,125,177,199],"from":[65,184],"multiple":[66],"noise":[67,73,120,195],"sources":[68],"like":[69],"motion":[70],"artifacts,":[71],"ambient":[72],"majority":[75],"computational":[79],"methods":[80],"fail":[81],"to":[82,88,91,138,203],"ensure":[83,139],"sufficient":[84],"utility":[86,208],"due":[87],"their":[89],"inability":[90],"eliminate":[92],"signals.":[97],"In":[98],"this":[99],"paper,":[100],"we":[101],"propose":[102],"a":[103,152],"personal":[104],"management":[106],"application":[107],"ecosystem":[109],"that":[110,193],"helps":[111],"patient's":[112],"on-demand":[113],"assessment.":[116],"It":[117],"applies":[118],"novel":[119],"filtering":[121,196],"on":[123],"through":[126],"robust":[127,194],"feature":[128,131],"space":[129],"optimization":[130],"selection":[132],"with":[133],"audio":[134],"processing":[136],"primitives":[137],"effective":[140],"identifies":[144],"abnormality":[146],"condition.":[147],"The":[148],"proposed":[149],"scheme":[150],"precise":[153],"blend":[154],"processing,":[157],"information":[158],"theoretic":[159],"machine":[161],"learning":[162],"techniques.":[163],"We":[164,190],"depict":[165],"more":[166,215],"than":[167,216],"85%":[168],"accuracy":[169],"high":[171],"specificity":[172],"identifying":[174],"noisy":[175],"while":[178],"experimenting":[179],"over":[180,218],"annotated":[181],"datasets":[183],"large":[185],"publicly":[186],"available":[187],"MIT-Physionet":[188],"database.":[189],"further":[191],"show":[192],"has":[200],"capability":[202],"significantly":[204],"improve":[205],"detecting":[210],"abnormal":[212],"condition":[213],"by":[214],"40%":[217],"state-of-the-art":[219],"solution.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}