{"id":"https://openalex.org/W2055113495","doi":"https://doi.org/10.1109/coginf.2008.4639154","title":"Premature atrial complexes detection using the Fisher Linear Discriminant","display_name":"Premature atrial complexes detection using the Fisher Linear Discriminant","publication_year":2008,"publication_date":"2008-08-01","ids":{"openalex":"https://openalex.org/W2055113495","doi":"https://doi.org/10.1109/coginf.2008.4639154","mag":"2055113495"},"language":"en","primary_location":{"id":"doi:10.1109/coginf.2008.4639154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2008.4639154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 7th IEEE International Conference on Cognitive Informatics","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/A5078961629","display_name":"Mohamed Elgendi","orcid":"https://orcid.org/0000-0003-1831-0202"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mohamed Elgendi","raw_affiliation_strings":["School of Engineering and Information Technology, Charles Darwin University, Australia","Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]},{"raw_affiliation_string":"Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044273137","display_name":"Mirjam Jonkman","orcid":"https://orcid.org/0000-0002-0396-8370"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mirjam Jonkman","raw_affiliation_strings":["School of Engineering and Information Technology, Charles Darwin University, Australia","Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]},{"raw_affiliation_string":"Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026775595","display_name":"Friso De Boer","orcid":"https://orcid.org/0000-0003-4946-4175"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Friso De Boer","raw_affiliation_strings":["School of Engineering and Information Technology, Charles Darwin University, Australia","Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]},{"raw_affiliation_string":"Sch. of Eng. & Inf. Technol., Charles Darwin Univ., Darwin, NT","institution_ids":["https://openalex.org/I29894533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078961629"],"corresponding_institution_ids":["https://openalex.org/I29894533"],"apc_list":null,"apc_paid":null,"fwci":0.9748,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78263596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"88"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9957000017166138,"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":0.988099992275238,"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/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.8635144829750061},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6975992321968079},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.6650543808937073},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6525191068649292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5539817810058594},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5079401135444641},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4542660117149353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44146090745925903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3770464062690735},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2762486934661865},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19650498032569885}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.8635144829750061},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6975992321968079},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.6650543808937073},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6525191068649292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5539817810058594},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5079401135444641},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4542660117149353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44146090745925903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3770464062690735},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2762486934661865},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19650498032569885},{"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":2,"locations":[{"id":"doi:10.1109/coginf.2008.4639154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginf.2008.4639154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 7th IEEE International Conference on Cognitive Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.cdu.edu.au:cdu:7300","is_oa":false,"landing_page_url":"http://espace.cdu.edu.au/view/cdu:7300","pdf_url":null,"source":{"id":"https://openalex.org/S4306401536","display_name":"CDU eSpace Institutional Repository (Charles Darwin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I29894533","host_organization_name":"Charles Darwin University","host_organization_lineage":["https://openalex.org/I29894533"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.75,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W633594338","https://openalex.org/W1544301108","https://openalex.org/W2001619934","https://openalex.org/W2079363357","https://openalex.org/W2103308415","https://openalex.org/W2132549764","https://openalex.org/W2154410052","https://openalex.org/W2157701521","https://openalex.org/W2165539774","https://openalex.org/W3186718057","https://openalex.org/W6620547169"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W2104382484","https://openalex.org/W3008559849"],"abstract_inverted_index":{"Currently,":[0],"no":[1],"reliable":[2],"method":[3],"exists":[4],"to":[5,18,54,94],"detect":[6],"premature":[7],"atrial":[8,23,27],"complexes":[9],"(PAC).":[10],"The":[11],"detection":[12],"of":[13,40,80],"PACs":[14],"is":[15],"clinically":[16],"essential":[17],"predict":[19],"supraventricular":[20],"tachycardia,":[21],"postoperative":[22],"fibrillation":[24],"and":[25,59,74,83,108,117],"paroxysmal":[26],"fibrillation.":[28],"We":[29],"propose":[30],"an":[31,38],"algorithm":[32],"for":[33,102],"intra-class":[34],"classification":[35],"that":[36,98],"includes":[37],"analysis":[39],"the":[41,46,56,60,64,70,75,78],"R-R":[42],"time":[43],"series.":[44],"In":[45,63],"pre-processing":[47],"phase,":[48,67],"we":[49,68,89,112],"used":[50,101],"Butter":[51],"worth":[52],"filters":[53],"remove":[55],"baseline":[57],"wander":[58],"other":[61],"noise.":[62],"feature":[65,106],"extraction":[66,107],"detected":[69],"RR":[71],"interval":[72],"duration":[73],"distance":[76],"between":[77],"occurrence":[79],"P":[81],"wave":[82],"T":[84],"wave.":[85],"Using":[86],"these":[87],"features":[88],"applied":[90],"Fisherpsilas":[91,109],"Linear":[92,110],"Discriminant":[93,111],"create":[95],"a":[96],"criterion":[97],"can":[99],"be":[100],"classification.":[103],"Combining":[104],"pre-processing,":[105],"succeed":[113],"in":[114],"separating":[115],"Normal":[116],"PAC":[118],"beats":[119],"with":[120],"99%":[121],"Accuracy.":[122]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}