{"id":"https://openalex.org/W3092048203","doi":"https://doi.org/10.1142/s0219467820500369","title":"Statistical Analysis of HRV Parameters for the Detection of Arrhythmia","display_name":"Statistical Analysis of HRV Parameters for the Detection of Arrhythmia","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3092048203","doi":"https://doi.org/10.1142/s0219467820500369","mag":"3092048203"},"language":"en","primary_location":{"id":"doi:10.1142/s0219467820500369","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467820500369","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","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/A5016362972","display_name":"Kirti Tripathi","orcid":"https://orcid.org/0000-0002-7501-0727"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kirthi Tripathi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018994465","display_name":"Harsh Sohal","orcid":"https://orcid.org/0000-0002-3123-7284"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Sohal","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052352119","display_name":"Shruti Jain","orcid":"https://orcid.org/0000-0002-7538-0584"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Jain","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Jaypee University of Information Technology, Solan 173234, Himachal Pradesh, India","institution_ids":["https://openalex.org/I153954893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016362972"],"corresponding_institution_ids":["https://openalex.org/I153954893"],"apc_list":null,"apc_paid":null,"fwci":0.2987,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62115136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"20","issue":"04","first_page":"2050036","last_page":"2050036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9991999864578247,"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":0.9962000250816345,"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/heart-rate-variability","display_name":"Heart rate variability","score":0.7803549766540527},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6572673320770264},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6421971321105957},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6109883189201355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.512052595615387},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5000178813934326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48112788796424866},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46175146102905273},{"id":"https://openalex.org/keywords/repolarization","display_name":"Repolarization","score":0.43441396951675415},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.14333084225654602},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13367179036140442},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12267071008682251}],"concepts":[{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.7803549766540527},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6572673320770264},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6421971321105957},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6109883189201355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.512052595615387},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5000178813934326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48112788796424866},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46175146102905273},{"id":"https://openalex.org/C146403970","wikidata":"https://www.wikidata.org/wiki/Q205729","display_name":"Repolarization","level":3,"score":0.43441396951675415},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.14333084225654602},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13367179036140442},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12267071008682251},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"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/C185263204","wikidata":"https://www.wikidata.org/wiki/Q1154774","display_name":"Electrophysiology","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219467820500369","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467820500369","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1906770428","https://openalex.org/W2129391892","https://openalex.org/W2181608983","https://openalex.org/W2469606930","https://openalex.org/W2508457857","https://openalex.org/W2527796983","https://openalex.org/W2607316641","https://openalex.org/W2680172233","https://openalex.org/W2705210648","https://openalex.org/W2761430027","https://openalex.org/W2791052411","https://openalex.org/W2792991240","https://openalex.org/W2824802509","https://openalex.org/W2892274518","https://openalex.org/W2901251732","https://openalex.org/W2901518318","https://openalex.org/W2904075004","https://openalex.org/W2955541736","https://openalex.org/W2971719842","https://openalex.org/W4211004120","https://openalex.org/W4212809631","https://openalex.org/W4230506867","https://openalex.org/W4246844772","https://openalex.org/W4321615406"],"related_works":["https://openalex.org/W2946788172","https://openalex.org/W2314914269","https://openalex.org/W3082889039","https://openalex.org/W2739867511","https://openalex.org/W2889272531","https://openalex.org/W3044179424","https://openalex.org/W4241238650","https://openalex.org/W2153096869","https://openalex.org/W2146343776","https://openalex.org/W2018632273"],"abstract_inverted_index":{"The":[0,16,72],"repolarization":[1],"and":[2,44,55,69,91,104,127,135,146],"depolarization":[3],"in":[4,9,77,86,140],"heart":[5,20],"generate":[6],"electrical":[7],"signals":[8],"the":[10,19,39,115,141,160],"form":[11],"of":[12,18,64,118,133,144,163],"an":[13],"ECG":[14],"wave.":[15],"condition":[17],"can":[21,156],"be":[22,157],"indicated":[23],"by":[24],"using":[25,125],"Heart":[26],"Rate":[27],"Variability":[28],"(HRV)":[29],"features.":[30],"In":[31],"this":[32],"work,":[33],"FIR":[34],"filter":[35],"is":[36,48,59],"used":[37,158],"at":[38],"pre-processing":[40],"phase":[41],"for":[42,50,159],"denoising,":[43],"then":[45],"statistical":[46,116],"analysis":[47,117],"applied":[49],"time-domain":[51],"HRV":[52,87,154],"feature":[53,120,150],"extraction":[54],"selection.":[56],"This":[57],"algorithm":[58],"evaluated":[60],"on":[61],"different":[62],"records":[63],"MIT/BIH":[65],"Normal":[66],"Sinus":[67],"Rhythm":[68],"Arrhythmia":[70],"database.":[71],"[Formula:":[73],"see":[74,97,110],"text]-test":[75],"implementation":[76],"both":[78],"databases":[79],"shows":[80],"that":[81],"there":[82],"are":[83],"significant":[84,95,108,131],"variations":[85],"features,":[88],"where":[89],"meanRR":[90],"HR":[92],"have":[93,106],"suggestive":[94],"([Formula:":[96,109],"text])":[98,111],"changes,":[99],"while":[100],"maxRR,":[101],"minRR,":[102],"maxminRR,":[103],"SDNN":[105],"strongly":[107],"changes.":[112],"To":[113],"validate":[114],"HRV,":[119],"classification":[121],"has":[122,137],"been":[123,138],"done":[124],"SVM":[126,145],"kNN":[128,147],"classifiers.":[129],"A":[130],"improvement":[132],"2%":[134],"14.02%":[136],"observed":[139],"overall":[142],"accuracy":[143],"classifiers":[148],"after":[149],"selection,":[151],"respectively.":[152],"These":[153],"features":[155],"early":[161],"prediction":[162],"various":[164],"Cardio-Vascular":[165],"Diseases":[166],"(CVD).":[167]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}