{"id":"https://openalex.org/W3190680226","doi":"https://doi.org/10.1155/2021/6483003","title":"Edge Artificial Intelligence: Real-Time Noninvasive Technique for Vital Signs of Myocardial Infarction Recognition Using Jetson Nano","display_name":"Edge Artificial Intelligence: Real-Time Noninvasive Technique for Vital Signs of Myocardial Infarction Recognition Using Jetson Nano","publication_year":2021,"publication_date":"2021-08-03","ids":{"openalex":"https://openalex.org/W3190680226","doi":"https://doi.org/10.1155/2021/6483003","mag":"3190680226"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6483003","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6483003","pdf_url":"https://downloads.hindawi.com/journals/ahci/2021/6483003.pdf","source":{"id":"https://openalex.org/S156498152","display_name":"Advances in Human-Computer Interaction","issn_l":"1687-5893","issn":["1687-5893","1687-5907"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/ahci/2021/6483003.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080236300","display_name":"Hemanth Mohan","orcid":"https://orcid.org/0000-0001-5201-5878"},"institutions":[{"id":"https://openalex.org/I65674248","display_name":"Visvesvaraya Technological University","ror":"https://ror.org/00ha14p11","country_code":"IN","type":"education","lineage":["https://openalex.org/I65674248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"H. M. Mohan","raw_affiliation_strings":["R/S, Department of ECE, ACS College of Engineering, Visvesvaraya Technological University, Belagavi, India"],"raw_orcid":"https://orcid.org/0000-0001-5201-5878","affiliations":[{"raw_affiliation_string":"R/S, Department of ECE, ACS College of Engineering, Visvesvaraya Technological University, Belagavi, India","institution_ids":["https://openalex.org/I65674248"]}]},{"author_position":"middle","author":{"id":null,"display_name":"S. Anitha","orcid":"https://orcid.org/0000-0003-0189-2699"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Anitha","raw_affiliation_strings":["Department of ECE, ACS College of Engineering, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0003-0189-2699","affiliations":[{"raw_affiliation_string":"Department of ECE, ACS College of Engineering, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018877662","display_name":"Rifai Chai","orcid":"https://orcid.org/0000-0002-1922-7024"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rifai Chai","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1922-7024","affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079852457","display_name":"Sai Ho Ling","orcid":"https://orcid.org/0000-0003-0849-5098"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sai Ho Ling","raw_affiliation_strings":["School of Biomedical Engineering, University of Technology Sydney, Ultimo, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0849-5098","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080236300"],"corresponding_institution_ids":["https://openalex.org/I65674248"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.679,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.65554384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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":0.989799976348877,"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/vital-signs","display_name":"Vital signs","score":0.7255067825317383},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6977474689483643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6910659074783325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6490270495414734},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5664764642715454},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5476741194725037},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4775208532810211},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.46582740545272827},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.4643481373786926},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4581100642681122},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.43852853775024414},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38827797770500183},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3797071874141693},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32504773139953613},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2449032962322235},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.1370481252670288},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.13432958722114563},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1015147864818573}],"concepts":[{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.7255067825317383},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6977474689483643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6910659074783325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6490270495414734},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5664764642715454},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5476741194725037},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4775208532810211},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.46582740545272827},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.4643481373786926},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4581100642681122},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.43852853775024414},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38827797770500183},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3797071874141693},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32504773139953613},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2449032962322235},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.1370481252670288},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.13432958722114563},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1015147864818573},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/6483003","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6483003","pdf_url":"https://downloads.hindawi.com/journals/ahci/2021/6483003.pdf","source":{"id":"https://openalex.org/S156498152","display_name":"Advances in Human-Computer Interaction","issn_l":"1687-5893","issn":["1687-5893","1687-5907"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Human-Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c1c8243661664a489ff1c3a8a18e78d0","is_oa":true,"landing_page_url":"https://doaj.org/article/c1c8243661664a489ff1c3a8a18e78d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Human-Computer Interaction, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6483003","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6483003","pdf_url":"https://downloads.hindawi.com/journals/ahci/2021/6483003.pdf","source":{"id":"https://openalex.org/S156498152","display_name":"Advances in Human-Computer Interaction","issn_l":"1687-5893","issn":["1687-5893","1687-5907"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3190680226.pdf","grobid_xml":"https://content.openalex.org/works/W3190680226.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1973370227","https://openalex.org/W1985678179","https://openalex.org/W1986656733","https://openalex.org/W1998064554","https://openalex.org/W2000835658","https://openalex.org/W2006711104","https://openalex.org/W2031882171","https://openalex.org/W2055698923","https://openalex.org/W2070281056","https://openalex.org/W2095156534","https://openalex.org/W2096300942","https://openalex.org/W2151551543","https://openalex.org/W2193145675","https://openalex.org/W2258009537","https://openalex.org/W2338892592","https://openalex.org/W2408195395","https://openalex.org/W2515751428","https://openalex.org/W2553945741","https://openalex.org/W2612445135","https://openalex.org/W2727887115","https://openalex.org/W2769604969","https://openalex.org/W2797917356","https://openalex.org/W2800342439","https://openalex.org/W2805052760","https://openalex.org/W2808371262","https://openalex.org/W2883710612","https://openalex.org/W2891609133","https://openalex.org/W2896987066","https://openalex.org/W2908783980","https://openalex.org/W2909697252","https://openalex.org/W2909802169","https://openalex.org/W2913456929","https://openalex.org/W2942360771","https://openalex.org/W2958118382","https://openalex.org/W2964134613","https://openalex.org/W2966645774","https://openalex.org/W2972169329","https://openalex.org/W2976352303","https://openalex.org/W2990152177","https://openalex.org/W2990361288","https://openalex.org/W2996218976","https://openalex.org/W2997932427","https://openalex.org/W2999741152","https://openalex.org/W3014364594","https://openalex.org/W3023750556","https://openalex.org/W3025245379","https://openalex.org/W3046289513","https://openalex.org/W3082988691","https://openalex.org/W3083408317","https://openalex.org/W3097301410","https://openalex.org/W3106250896","https://openalex.org/W3160589539","https://openalex.org/W4247592493","https://openalex.org/W4288111128","https://openalex.org/W4297775537","https://openalex.org/W4394019456"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"The":[0,18,39,126,155],"history":[1],"of":[2,10,14,26,42,118,194,197,210,216],"medicine":[3],"shows":[4],"that":[5],"myocardial":[6,88,198],"infarction":[7,199],"is":[8,45,98,130,185],"one":[9],"the":[11,24,43,48,85,101,172,202],"significant":[12],"causes":[13],"death":[15],"in":[16,21,35,163],"humans.":[17],"rapid":[19],"evolution":[20],"autonomous":[22],"technologies,":[23],"rise":[25],"computer":[27],"vision,":[28],"and":[29,72,116,144,151,165,175,187,200,212],"edge":[30],"computing":[31],"offers":[32],"intriguing":[33],"possibilities":[34],"healthcare":[36],"monitoring":[37],"systems.":[38],"major":[40],"motivation":[41],"work":[44],"to":[46,69,83,170,204],"improve":[47],"survival":[49],"rate":[50],"during":[51,87],"a":[52,66,167,182,206],"cardiac":[53],"arrest":[54],"through":[55],"an":[56,79,213],"automatic":[57],"emergency":[58,86],"recognition":[59],"system":[60],"under":[61],"ambient":[62],"intelligence.":[63],"We":[64,180],"present":[65],"novel":[67],"approach":[68],"chest":[70],"pain":[71],"fall":[73],"posture-based":[74],"vital":[75,173,195],"sign":[76],"detection":[77,193],"using":[78,100],"intelligence":[80],"surveillance":[81],"camera":[82],"address":[84],"infarction.":[89],"A":[90],"real-time":[91],"embedded":[92,120],"solution":[93],"persuaded":[94],"from":[95],"\u201cedge":[96],"AI\u201d":[97],"implemented":[99,131],"state-of-the-art":[102],"convolution":[103],"neural":[104],"networks:":[105],"single":[106,111],"shot":[107,112],"detector":[108,113],"Inception":[109],"V2,":[110,115],"MobileNet":[114],"Internet":[117],"Things":[119],"GPU":[121],"platform":[122],"NVIDIA\u2019s":[123],"Jetson":[124],"Nano.":[125],"deep":[127],"learning":[128],"algorithm":[129],"for":[132,191],"3000":[133],"indoor":[134],"color":[135],"image":[136],"datasets:":[137],"Nanyang":[138],"Technological":[139],"University":[140],"Red":[141],"Blue":[142],"Green":[143],"Depth,":[145],"NTU":[146],"RGB":[147],"+":[148],"D":[149],"dataset,":[150],"private":[152],"RMS":[153],"dataset.":[154],"research":[156],"mainly":[157],"pivots":[158],"on":[159],"two":[160],"key":[161],"factors":[162],"creating":[164],"training":[166],"CNN":[168],"model":[169],"detect":[171],"signs":[174,196],"evaluate":[176],"its":[177],"performance":[178],"metrics.":[179],"propose":[181],"model,":[183],"which":[184],"cost-effective":[186],"consumes":[188],"low":[189],"power":[190],"onboard":[192],"evaluated":[201],"metrics":[203],"achieve":[205],"mean":[207],"average":[208,214],"precision":[209],"76.4%":[211],"recall":[215],"80%.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
