{"id":"https://openalex.org/W2159096089","doi":"https://doi.org/10.1109/tsp.2015.7296477","title":"ECG denoising using mutual information based classification of IMFs and interval thresholding","display_name":"ECG denoising using mutual information based classification of IMFs and interval thresholding","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2159096089","doi":"https://doi.org/10.1109/tsp.2015.7296477","mag":"2159096089"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2015.7296477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.7296477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 38th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01476221v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018605232","display_name":"Marjaneh Taghavi","orcid":"https://orcid.org/0000-0001-8386-5744"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marjaneh Taghavi","raw_affiliation_strings":["the School of Engineering and Science, International Campus Kish Island, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the School of Engineering and Science, International Campus Kish Island, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021460534","display_name":"Mohammad Bagher Shamsollahi","orcid":"https://orcid.org/0000-0001-8179-2086"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad B. Shamsollahi","raw_affiliation_strings":["the Biomedical Signal and Image Processing Laboratory (BiSIPL), Sharif University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the Biomedical Signal and Image Processing Laboratory (BiSIPL), Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028457159","display_name":"Lotfi Senhadji","orcid":"https://orcid.org/0000-0001-9434-6341"},"institutions":[{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lotfi Senhadji","raw_affiliation_strings":["the Laboratoire Traitement du Signal et de l'Image (LTSI), Universit\u00e9 de Rennes 1, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the Laboratoire Traitement du Signal et de l'Image (LTSI), Universit\u00e9 de Rennes 1, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"6"},"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.994700014591217,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/thresholding","display_name":"Thresholding","score":0.8399940729141235},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6818987131118774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6741673946380615},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.6316308975219727},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6024401187896729},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5629000663757324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5246729254722595},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32693424820899963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23890739679336548}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8399940729141235},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6818987131118774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6741673946380615},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6316308975219727},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6024401187896729},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5629000663757324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5246729254722595},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32693424820899963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23890739679336548},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2015.7296477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.7296477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 38th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01476221v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01476221","pdf_url":"https://hal.science/hal-01476221v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"38th International Conference on Telecommunications and Signal Processing (TSP), Jul 2015, Prague, Czech Republic. ⟨10.1109/TSP.2015.7296477⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01476221v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01476221","pdf_url":"https://hal.science/hal-01476221v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"38th International Conference on Telecommunications and Signal Processing (TSP), Jul 2015, Prague, Czech Republic. ⟨10.1109/TSP.2015.7296477⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.47999998927116394,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2159096089.pdf","grobid_xml":"https://content.openalex.org/works/W2159096089.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W163612977","https://openalex.org/W1965403160","https://openalex.org/W1966862016","https://openalex.org/W1989970801","https://openalex.org/W2007221293","https://openalex.org/W2043967021","https://openalex.org/W2050433098","https://openalex.org/W2052151910","https://openalex.org/W2058214001","https://openalex.org/W2085061534","https://openalex.org/W2120390927","https://openalex.org/W2121735876","https://openalex.org/W2125927307","https://openalex.org/W2149454242","https://openalex.org/W2319349311","https://openalex.org/W2737101842","https://openalex.org/W3216905214","https://openalex.org/W4296928088","https://openalex.org/W6606628390","https://openalex.org/W6682496738","https://openalex.org/W6741692844","https://openalex.org/W6804521139"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2750730210","https://openalex.org/W2236974868","https://openalex.org/W2116854923","https://openalex.org/W4312766348","https://openalex.org/W4233939244","https://openalex.org/W2066589291","https://openalex.org/W2133587243"],"abstract_inverted_index":{"The":[0,122],"Electrocardiogram":[1],"(ECG)":[2],"is":[3,28,62,102,113],"widely":[4],"used":[5],"for":[6,53],"diagnosis":[7],"of":[8,14,38,75,82,89],"heart":[9],"diseases.":[10],"Therefore,":[11],"the":[12,18,73,80,87,146],"quality":[13],"information":[15,91],"extracted":[16],"from":[17],"ECG":[19,27,54,105],"has":[20,129],"a":[21,50,130,139],"vital":[22],"role.":[23],"In":[24,47],"real":[25],"recordings,":[26],"corrupted":[29],"by":[30],"artifacts":[31],"such":[32],"as":[33],"prolonged":[34],"repolarization,":[35],"respiration,":[36],"changes":[37],"electrode":[39],"position,":[40],"muscle":[41],"contraction,":[42],"and":[43,92,138],"power":[44],"line":[45],"interface.":[46],"this":[48],"paper,":[49],"denoising":[51],"technique":[52],"signals":[55,106],"based":[56,95,118],"on":[57,104],"Empirical":[58,67],"Mode":[59,68],"Decomposition":[60,69],"(EMD)":[61],"proposed.":[63],"We":[64],"use":[65,86],"Ensemble":[66],"(EEMD)":[70],"to":[71,78,133],"overcome":[72,79],"limitations":[74,81],"EMD.":[76],"Moreover,":[77],"thresholding":[83,97,120],"methods":[84],"we":[85],"combination":[88],"mutual":[90],"two":[93,116,148],"EMD":[94],"interval":[96,119],"approaches.":[98],"Our":[99],"new":[100],"method":[101,112,128],"evaluated":[103],"available":[107],"in":[108],"MIT-BIH":[109],"database.":[110],"This":[111],"compared":[114],"with":[115],"EEMD":[117],"methods.":[121,149],"results":[123],"show":[124],"that":[125],"our":[126],"proposed":[127],"better":[131],"Signal":[132],"Noise":[134],"Ratio":[135],"improvement":[136],"(SNRimp)":[137],"lower":[140],"Mean":[141],"Square":[142],"Error":[143],"(MSE)":[144],"than":[145],"other":[147]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}