{"id":"https://openalex.org/W4405271583","doi":"https://doi.org/10.1109/bsn63547.2024.10780696","title":"A Smart Wearable for Real-Time Cardiac Disease Detection Using Beat-by-Beat ECG Signal Analysis with an Edge Computing AI Classifier","display_name":"A Smart Wearable for Real-Time Cardiac Disease Detection Using Beat-by-Beat ECG Signal Analysis with an Edge Computing AI Classifier","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4405271583","doi":"https://doi.org/10.1109/bsn63547.2024.10780696"},"language":"en","primary_location":{"id":"doi:10.1109/bsn63547.2024.10780696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn63547.2024.10780696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Body Sensor Networks (BSN)","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/A5112479437","display_name":"Mahfuzur Rahman","orcid":"https://orcid.org/0009-0000-5298-9242"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahfuzur Rahman","raw_affiliation_strings":["Texas Tech University,Department of Computer Science,Lubbock,TX,USA,79409"],"affiliations":[{"raw_affiliation_string":"Texas Tech University,Department of Computer Science,Lubbock,TX,USA,79409","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072317620","display_name":"Bashir I. Morshed","orcid":"https://orcid.org/0000-0002-2178-433X"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bashir I. Morshed","raw_affiliation_strings":["Texas Tech University,Department of Computer Science,Lubbock,TX,USA,79409"],"affiliations":[{"raw_affiliation_string":"Texas Tech University,Department of Computer Science,Lubbock,TX,USA,79409","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112479437"],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":2.5747,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91316251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.835099995136261,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.835099995136261,"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/beat","display_name":"Beat (acoustics)","score":0.7081756591796875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6537002921104431},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6088836789131165},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4504082500934601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4491269588470459},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4364791810512543},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4362748861312866},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1560102105140686},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.1512015163898468},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.060979872941970825}],"concepts":[{"id":"https://openalex.org/C189809214","wikidata":"https://www.wikidata.org/wiki/Q829522","display_name":"Beat (acoustics)","level":2,"score":0.7081756591796875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6537002921104431},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6088836789131165},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4504082500934601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4491269588470459},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4364791810512543},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4362748861312866},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1560102105140686},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.1512015163898468},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.060979872941970825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bsn63547.2024.10780696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn63547.2024.10780696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Body Sensor Networks (BSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2007847338","https://openalex.org/W2095409369","https://openalex.org/W3131180149","https://openalex.org/W3204040917","https://openalex.org/W4225332951","https://openalex.org/W4321192301","https://openalex.org/W4378174228","https://openalex.org/W4382050433","https://openalex.org/W4384158186","https://openalex.org/W4394994938","https://openalex.org/W6761129851","https://openalex.org/W6846498627","https://openalex.org/W6856430484","https://openalex.org/W6862288833"],"related_works":["https://openalex.org/W2294565841","https://openalex.org/W3204276839","https://openalex.org/W4229671472","https://openalex.org/W2513792068","https://openalex.org/W2519522639","https://openalex.org/W4293469093","https://openalex.org/W2006668579","https://openalex.org/W2603734352","https://openalex.org/W2560124335","https://openalex.org/W2037124552"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,55,63,144,149,159,167],"novel":[4],"edge-computing":[5],"wearable":[6,35,53,99,110,176,185],"device":[7,45,121,200],"for":[8,173,191],"real-time":[9,114,192],"beat-by-beat":[10],"electrocardiogram":[11],"(ECG)":[12],"classification.":[13],"Early":[14],"detection":[15],"of":[16,118,140,146,151,161,170],"heart":[17,205],"disease":[18],"can":[19,201],"prevent":[20],"and":[21,26,90,127,148,165,189],"improve":[22],"the":[23,28,37,44,95,104,109,119,199],"patient's":[24],"health":[25],"minimize":[27],"load":[29],"on":[30,67,94,180],"healthcare":[31],"professionals.":[32],"The":[33,52,74,97,116,132,154,175,183,196],"proposed":[34,120,184],"integrates":[36],"pre-trained":[38],"artificial":[39],"intelligence":[40],"(AI)":[41],"model":[42],"with":[43,143],"firmware":[46,76],"to":[47,62,70],"detect":[48,203],"abnormal":[49,129,204],"ECG":[50,72,130],"beats.":[51,131],"contains":[54],"custom":[56],"printed":[57],"circuit":[58],"board":[59],"(PCB)":[60],"connected":[61],"commercial":[64],"Bluetooth":[65],"system":[66,111,155],"chip":[68],"(SoC)":[69],"process":[71],"signals.":[73],"AI-integrated":[75],"is":[77,100,122,177,186],"programmed":[78],"into":[79],"32":[80],"bit":[81],"ARM\u00ae":[82],"Cortex\u2122":[83],"based":[84],"SoC.":[85,96],"Data":[86],"pre-processing,":[87],"feature":[88],"extraction,":[89],"inferencing":[91],"are":[92],"done":[93],"smart":[98],"tested":[101,179],"by":[102,124],"passing":[103],"MIT-BIH":[105],"test":[106],"dataset":[107],"through":[108],"as":[112],"sample":[113],"data.":[115],"accuracy":[117,139],"assessed":[123],"testing":[125],"normal":[126],"4":[128],"ANN":[133],"model,":[134],"after":[135],"testing,":[136],"provides":[137],"an":[138],"90.6":[141],"%":[142],"precision":[145],"95.6%":[147],"recall":[150],"95.1":[152],"%.":[153],"consumes":[156],"low":[157,168],"power,":[158],"maximum":[160],"128":[162],"m":[163],"W,":[164],"offers":[166],"latency":[169],"6":[171],"ms":[172],"inferencing.":[174],"also":[178],"5":[181],"subjects.":[182],"smart,":[187],"low-powered,":[188],"suitable":[190],"regular":[193],"cardiac":[194],"monitoring.":[195],"performance":[197],"indicates":[198],"effectively":[202],"rhythms.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
