{"id":"https://openalex.org/W2332848104","doi":"https://doi.org/10.1145/2821508","title":"A Real-Time FPGA-Based Accelerator for ECG Analysis and Diagnosis Using Association-Rule Mining","display_name":"A Real-Time FPGA-Based Accelerator for ECG Analysis and Diagnosis Using Association-Rule Mining","publication_year":2016,"publication_date":"2016-02-26","ids":{"openalex":"https://openalex.org/W2332848104","doi":"https://doi.org/10.1145/2821508","mag":"2332848104"},"language":"en","primary_location":{"id":"doi:10.1145/2821508","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2821508","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-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/A5102245875","display_name":"Xiaoqi Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqi Gu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086260915","display_name":"Yongxin Zhu","orcid":"https://orcid.org/0000-0002-1813-1792"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Zhu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111791983","display_name":"Shengyan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyan Zhou","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115694980","display_name":"Chaojun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaojun Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083330935","display_name":"Meikang Qiu","orcid":"https://orcid.org/0000-0002-1004-0140"},"institutions":[{"id":"https://openalex.org/I126863827","display_name":"Pace University","ror":"https://ror.org/047p7y759","country_code":"US","type":"education","lineage":["https://openalex.org/I126863827"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meikang Qiu","raw_affiliation_strings":["Pace University, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pace University, New York, NY","institution_ids":["https://openalex.org/I126863827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087716003","display_name":"Guoxing Wang","orcid":"https://orcid.org/0000-0002-0235-1475"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoxing Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2917,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.89112415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"2","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9986000061035156,"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":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.8724231123924255},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7504259347915649},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6714520454406738},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.5929041504859924},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5746444463729858},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.4897339344024658},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48295682668685913},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3846317529678345},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3685339689254761},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3158816695213318},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2633782625198364},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1441035270690918},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11562517285346985},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10622447729110718}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8724231123924255},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7504259347915649},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6714520454406738},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.5929041504859924},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5746444463729858},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4897339344024658},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48295682668685913},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3846317529678345},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3685339689254761},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3158816695213318},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2633782625198364},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1441035270690918},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11562517285346985},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10622447729110718},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2821508","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2821508","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5290789644","display_name":null,"funder_award_id":"61373032 and 61474074","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1571985661","https://openalex.org/W1976321635","https://openalex.org/W1992526734","https://openalex.org/W1992807579","https://openalex.org/W1999608317","https://openalex.org/W2000473687","https://openalex.org/W2012850936","https://openalex.org/W2023036887","https://openalex.org/W2064102855","https://openalex.org/W2064853889","https://openalex.org/W2070590796","https://openalex.org/W2075196751","https://openalex.org/W2080403247","https://openalex.org/W2082462112","https://openalex.org/W2085515558","https://openalex.org/W2088090047","https://openalex.org/W2093139074","https://openalex.org/W2102636791","https://openalex.org/W2103308415","https://openalex.org/W2104614052","https://openalex.org/W2109550800","https://openalex.org/W2117911070","https://openalex.org/W2124621676","https://openalex.org/W2127510558","https://openalex.org/W2129541133","https://openalex.org/W2133645803","https://openalex.org/W2140920882","https://openalex.org/W2145044818","https://openalex.org/W2162273778","https://openalex.org/W2163430278","https://openalex.org/W2166559705","https://openalex.org/W2997167919","https://openalex.org/W2998574808","https://openalex.org/W4239047192"],"related_works":["https://openalex.org/W2347219288","https://openalex.org/W1002902646","https://openalex.org/W2095345650","https://openalex.org/W2999645641","https://openalex.org/W2477853911","https://openalex.org/W2320205417","https://openalex.org/W2183743873","https://openalex.org/W2002703587","https://openalex.org/W2891496372","https://openalex.org/W2348097614"],"abstract_inverted_index":{"Telemedicine":[0],"provides":[1],"health":[2,25],"care":[3,26],"services":[4],"at":[5],"a":[6,17,66,84,115,127],"distance":[7],"using":[8],"information":[9],"and":[10,37,56,61,81,86,130,140],"communication":[11],"technologies,":[12],"which":[13],"intends":[14],"to":[15,19,75,93],"be":[16],"solution":[18],"the":[20,111],"challenges":[21],"faced":[22],"by":[23,98],"current":[24],"systems":[27],"with":[28,103],"growing":[29],"numbers":[30],"of":[31,101,110,137],"population,":[32],"increased":[33],"demands":[34],"from":[35],"patients,":[36],"shortages":[38],"in":[39,44,47,83,135],"human":[40],"resources.":[41],"Recent":[42],"advances":[43],"telemedicine,":[45],"especially":[46],"wearable":[48],"electrocardiogram":[49],"(ECG)":[50],"monitors,":[51],"call":[52],"for":[53],"more":[54],"intelligent":[55],"efficient":[57],"automatic":[58],"ECG":[59,78,102],"analysis":[60,80],"diagnostic":[62,96],"systems.":[63],"We":[64],"present":[65],"streaming":[67],"architecture":[68],"implemented":[69],"on":[70],"Field-Programmable":[71],"Gate":[72],"Arrays":[73],"(FPGAs)":[74],"accelerate":[76],"real-time":[77],"signal":[79],"diagnosis":[82],"pipelining":[85],"parallel":[87],"way.":[88],"Association-rule":[89],"mining":[90],"is":[91],"employed":[92],"generate":[94],"early":[95],"results":[97],"matching":[99],"features":[100],"generated":[104],"association":[105],"rules.":[106],"To":[107],"improve":[108],"performance":[109],"processing,":[112],"we":[113],"propose":[114],"hardware-oriented":[116],"data-mining":[117],"algorithm":[118],"named":[119],"Bit_Q_Apriori":[120],".":[121],"The":[122],"corresponding":[123],"hardware":[124,133,141],"implementation":[125],"indicates":[126],"good":[128],"scalability":[129],"outperforms":[131],"other":[132],"designs":[134],"terms":[136],"performance,":[138],"throughput,":[139],"cost.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
