{"id":"https://openalex.org/W2887913040","doi":"https://doi.org/10.1587/transinf.2017edp7410","title":"ECG Delineation with Randomly Selected Wavelet Feature and Random Forest Classifier","display_name":"ECG Delineation with Randomly Selected Wavelet Feature and Random Forest Classifier","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2887913040","doi":"https://doi.org/10.1587/transinf.2017edp7410","mag":"2887913040"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2017edp7410","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7410","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7410/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7410/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012429275","display_name":"Dapeng Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dapeng FU","raw_affiliation_strings":["Beijing Zhong Guan Cun Hospital, Chinese Academy of Sciences Zhong Guan Cun Hospital"],"affiliations":[{"raw_affiliation_string":"Beijing Zhong Guan Cun Hospital, Chinese Academy of Sciences Zhong Guan Cun Hospital","institution_ids":["https://openalex.org/I4210127074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042747439","display_name":"Zhourui Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhourui XIA","raw_affiliation_strings":["Department of Electronic Engineering, Beijing University of Posts and Telecommunications"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119340109","display_name":"Pengfei Gao","orcid":"https://orcid.org/0000-0001-8783-1146"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei GAO","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727462","display_name":"Haiqing Wang","orcid":"https://orcid.org/0000-0002-7754-006X"},"institutions":[{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiqing WANG","raw_affiliation_strings":["Research and Education Dept., Beijing Zhong Guan Cun Hospital, Chinese Academy of Sciences Zhong Guan Cun Hospital"],"affiliations":[{"raw_affiliation_string":"Research and Education Dept., Beijing Zhong Guan Cun Hospital, Chinese Academy of Sciences Zhong Guan Cun Hospital","institution_ids":["https://openalex.org/I4210127074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011995262","display_name":"Jianping Lin","orcid":"https://orcid.org/0000-0001-6930-3104"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianping LIN","raw_affiliation_strings":["Beijing XinHeYiDian Technology Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Beijing XinHeYiDian Technology Co. Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112382774","display_name":"Li Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li SUN","raw_affiliation_strings":["Beijing XinHeYiDian Technology Co. Ltd"],"affiliations":[{"raw_affiliation_string":"Beijing XinHeYiDian Technology Co. Ltd","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012429275"],"corresponding_institution_ids":["https://openalex.org/I4210127074"],"apc_list":null,"apc_paid":null,"fwci":0.3391,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64277766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"E101.D","issue":"8","first_page":"2082","last_page":"2091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9805999994277954,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.978600025177002,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7817090749740601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7651574611663818},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7641024589538574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6731482148170471},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5889872312545776},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5596787929534912},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5209532976150513}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7817090749740601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651574611663818},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7641024589538574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6731482148170471},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5889872312545776},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5596787929534912},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5209532976150513},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2017edp7410","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7410","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7410/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2017edp7410","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2017edp7410","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/8/E101.D_2017EDP7410/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887913040.pdf","grobid_xml":"https://content.openalex.org/works/W2887913040.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W6974703","https://openalex.org/W1844495464","https://openalex.org/W1969359662","https://openalex.org/W1970418973","https://openalex.org/W1987398248","https://openalex.org/W1992131582","https://openalex.org/W2000909451","https://openalex.org/W2030347844","https://openalex.org/W2060126601","https://openalex.org/W2068009767","https://openalex.org/W2081114422","https://openalex.org/W2099619765","https://openalex.org/W2104170135","https://openalex.org/W2113148779","https://openalex.org/W2127510558","https://openalex.org/W2153566583","https://openalex.org/W2160924754","https://openalex.org/W2163430278","https://openalex.org/W2166704538","https://openalex.org/W2167274237","https://openalex.org/W2170027043","https://openalex.org/W2428933593","https://openalex.org/W2537801943","https://openalex.org/W4320406025"],"related_works":["https://openalex.org/W2889302474","https://openalex.org/W4386159726","https://openalex.org/W2601157893","https://openalex.org/W2131735617","https://openalex.org/W2373006798","https://openalex.org/W2049864679","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W2811390910"],"abstract_inverted_index":{"Objective:":[0],"Detection":[1],"of":[2,28,82,140,158],"Electrocardiogram":[3],"(ECG)":[4],"characteristic":[5,30,49,60,96,122,160],"points":[6,61,161],"can":[7],"provide":[8],"critical":[9],"diagnostic":[10],"information":[11],"about":[12],"heart":[13],"diseases.":[14],"We":[15],"proposed":[16,142],"a":[17,114,127,147,163],"novel":[18,110,148],"feature":[19,112,131,144],"extraction":[20],"and":[21,66,91,113,129],"machine":[22,149,177],"learning":[23,150,178],"scheme":[24,84,117,152],"for":[25,94,120,132],"automatic":[26],"detection":[27,80,92,116],"ECG":[29,48,121,134,159],"points.":[31,50,123],"Methods:":[32],"A":[33,51,109],"new":[34,115],"feature,":[35,43],"termed":[36],"as":[37],"randomly":[38],"selected":[39],"wavelet":[40],"transform":[41],"(RSWT)":[42],"was":[44,55,118],"devised":[45],"to":[46,57,153],"represent":[47],"random":[52],"forest":[53],"classifier":[54],"adapted":[56],"infer":[58],"the":[59,138,141],"position":[62],"with":[63,70],"high":[64],"sensitivity":[65],"precision.":[67],"Results:":[68],"Compared":[69],"other":[71,175],"state-of-the-art":[72],"algorithms'":[73],"testing":[74,99],"results":[75,81],"on":[76,100],"QT":[77],"database,":[78],"our":[79,169],"RSWT":[83,98,111,125,143],"showed":[85,167],"comparable":[86],"performance":[87,173],"(similar":[88],"sensitivity,":[89],"precision,":[90],"error":[93],"each":[95],"point).":[97],"MIT-BIH":[101],"database":[102],"also":[103],"demonstrated":[104,126],"promising":[105],"cross-database":[106],"performance.":[107],"Conclusion:":[108],"fabricated":[119],"The":[124],"robust":[128],"trustworthy":[130],"representing":[133],"morphologies.":[135],"Significance:":[136],"With":[137],"effectiveness":[139],"we":[145],"presented":[146],"based":[151,179],"automatically":[154],"detect":[155],"all":[156],"types":[157],"at":[162],"time.":[164],"Furthermore,":[165],"it":[166],"that":[168],"algorithm":[170],"achieved":[171],"better":[172],"than":[174],"reported":[176],"methods.":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}