{"id":"https://openalex.org/W2810744254","doi":"https://doi.org/10.1504/ijmei.2018.10014085","title":"Classification of heart rhythm disorders using instructive features and artificial neural networks","display_name":"Classification of heart rhythm disorders using instructive features and artificial neural networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2810744254","doi":"https://doi.org/10.1504/ijmei.2018.10014085","mag":"2810744254"},"language":"en","primary_location":{"id":"doi:10.1504/ijmei.2018.10014085","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2018.10014085","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","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/A5073398007","display_name":"Sukanta Sabut","orcid":"https://orcid.org/0000-0003-2896-8331"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sukanta Sabut","raw_affiliation_strings":["Department of Electronics Engineering, Ramrao Adik Institute of Technology, DY Patil Vidyapeetha, Navi Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Ramrao Adik Institute of Technology, DY Patil Vidyapeetha, Navi Mumbai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101442134","display_name":"Priti Das","orcid":"https://orcid.org/0000-0001-8925-0855"},"institutions":[{"id":"https://openalex.org/I3133213366","display_name":"Sriram Chandra Bhanja Medical College Hospital","ror":"https://ror.org/050b05p79","country_code":"IN","type":"education","lineage":["https://openalex.org/I3133213366"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priti Das","raw_affiliation_strings":["Department of Phamacology, SCB Medical College and Hospital, Cuttack, Odisha, India"],"affiliations":[{"raw_affiliation_string":"Department of Phamacology, SCB Medical College and Hospital, Cuttack, Odisha, India","institution_ids":["https://openalex.org/I3133213366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058014987","display_name":"Prativa Biswal","orcid":null},"institutions":[{"id":"https://openalex.org/I193073490","display_name":"Siksha O Anusandhan University","ror":"https://ror.org/056ep7w45","country_code":"IN","type":"education","lineage":["https://openalex.org/I193073490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prativa Biswal","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Institute of Technical Education and Research, SOA University, Odisha, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Institute of Technical Education and Research, SOA University, Odisha, India","institution_ids":["https://openalex.org/I193073490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076715812","display_name":"Santanu Kumar Sahoo","orcid":"https://orcid.org/0000-0001-8324-3101"},"institutions":[{"id":"https://openalex.org/I193073490","display_name":"Siksha O Anusandhan University","ror":"https://ror.org/056ep7w45","country_code":"IN","type":"education","lineage":["https://openalex.org/I193073490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santanu Sahoo","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Institute of Technical Education and Research, SOA University, Odisha, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Institute of Technical Education and Research, SOA University, Odisha, India","institution_ids":["https://openalex.org/I193073490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073398007"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1695,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55242431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"4","first_page":"359","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9775999784469604,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9035000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.9098763465881348},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7179264426231384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6761307716369629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6621699333190918},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.6193602085113525},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.5817642211914062},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5380271673202515},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.5176101922988892},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.4318244755268097},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4170718193054199},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.35119786858558655},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34231579303741455},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.12209895253181458},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08225399255752563}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.9098763465881348},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7179264426231384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6761307716369629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6621699333190918},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.6193602085113525},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.5817642211914062},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5380271673202515},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.5176101922988892},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4318244755268097},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4170718193054199},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.35119786858558655},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34231579303741455},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.12209895253181458},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08225399255752563},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijmei.2018.10014085","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmei.2018.10014085","pdf_url":null,"source":{"id":"https://openalex.org/S152520907","display_name":"International Journal of Medical Engineering and Informatics","issn_l":"1755-0653","issn":["1755-0653","1755-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Engineering and Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3039320222","https://openalex.org/W3199640442","https://openalex.org/W1898280036","https://openalex.org/W2382278803","https://openalex.org/W2113096447","https://openalex.org/W194003390","https://openalex.org/W3194421658","https://openalex.org/W4315629636","https://openalex.org/W4312996569"],"abstract_inverted_index":{"Accurate":[0],"detection":[1,22,99],"of":[2,26,32,56,102,119,130,143],"the":[3,33,54,87,112,128,131],"heart":[4],"rhythm":[5],"disorders":[6],"at":[7],"an":[8,20,116],"early":[9],"stage":[10],"is":[11,139],"helpful":[12],"for":[13],"improving":[14],"survival":[15],"rate.":[16],"This":[17],"paper":[18],"presents":[19],"automated":[21],"and":[23,58,72,80,111,122],"classification":[24],"methods":[25],"cardiac":[27,92,144],"arrhythmia":[28,93],"by":[29],"time-frequency":[30],"analysis":[31],"recorded":[34],"ECG":[35,136],"signals":[36,57],"from":[37,77],"MIT-BIH":[38],"database.":[39],"The":[40,95,108,125],"discrete":[41],"wavelet":[42],"transform":[43,62],"has":[44,63,81],"been":[45,64,82],"used":[46,65,83],"to":[47,52,66,86,89],"eliminate":[48],"noises":[49],"in":[50,104,134,141],"order":[51],"enhance":[53],"quality":[55],"adaptive":[59],"thresholding-based":[60],"Hilbert":[61],"find":[67],"precise":[68],"R-peaks.":[69],"Temporal,":[70],"morphological":[71],"statistical":[73],"features":[74],"were":[75],"extracted":[76],"each":[78],"heartbeat":[79],"as":[84],"input":[85],"classifier":[88],"detect":[90],"five":[91],"beats.":[94],"results":[96],"show":[97],"less":[98],"error":[100],"rate":[101],"0.17%":[103],"detecting":[105],"QRS":[106],"complex.":[107],"MLP-BP,":[109],"RBF-NN,":[110],"PNN":[113],"classifiers":[114],"provide":[115],"average":[117],"accuracy":[118],"98.72%,":[120],"99.77%":[121],"99.16%":[123],"respectively.":[124],"result":[126],"indicates":[127],"efficiency":[129],"proposed":[132],"method":[133],"classifying":[135],"beats":[137],"which":[138],"useful":[140],"diagnosis":[142],"arrhythmias.":[145]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}