{"id":"https://openalex.org/W2294274786","doi":"https://doi.org/10.1109/embc.2015.7319316","title":"Effect of filtering on the classification rate of nonlinear analysis methods applied to uterine EMG signals","display_name":"Effect of filtering on the classification rate of nonlinear analysis methods applied to uterine EMG signals","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294274786","doi":"https://doi.org/10.1109/embc.2015.7319316","mag":"2294274786","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737216"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103866964","display_name":"Ahmad Diab","orcid":null},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ahmad Diab","raw_affiliation_strings":["Azm Centre for Research in Biotechnology and its Applications, Lebanese University, Tripoli, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azm Centre for Research in Biotechnology and its Applications, Lebanese University, Tripoli, Lebanon","institution_ids":["https://openalex.org/I160368002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039364700","display_name":"Omar Falou","orcid":"https://orcid.org/0000-0002-3475-7891"},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Omar Falou","raw_affiliation_strings":["Science Department, Lebanese University, Tripoli, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Department, Lebanese University, Tripoli, Lebanon","institution_ids":["https://openalex.org/I160368002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088812873","display_name":"Mahmoud Hassan","orcid":"https://orcid.org/0000-0003-0307-5086"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mahmoud Hassan","raw_affiliation_strings":["LTSI, INSERM, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTSI, INSERM, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102390256","display_name":"Brynjar Karlsson","orcid":null},"institutions":[{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Brynjar Karlsson","raw_affiliation_strings":["School of Science and Engineering, Reykjavik University, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, Reykjavik University, Iceland","institution_ids":["https://openalex.org/I123185442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091597267","display_name":"Catherine Marque","orcid":"https://orcid.org/0000-0002-8474-938X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Catherine Marque","raw_affiliation_strings":["Sorbonne University, CNRS, UMR 7338 Biomechanics and Bioengineering, Compiegne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne University, CNRS, UMR 7338 Biomechanics and Bioengineering, Compiegne, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210145747","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.871,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78311703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"278","issue":null,"first_page":"4182","last_page":"4185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9962999820709229,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9962999820709229,"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":0.9886000156402588,"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/T10244","display_name":"Chaos control and synchronization","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7360292673110962},{"id":"https://openalex.org/keywords/sample-entropy","display_name":"Sample entropy","score":0.6162770390510559},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5985631346702576},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5431436896324158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4966292977333069},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4924643933773041},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.45811527967453003},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.455466091632843},{"id":"https://openalex.org/keywords/approximate-entropy","display_name":"Approximate entropy","score":0.44364985823631287},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4081060588359833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3911551833152771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38251984119415283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33671027421951294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27372604608535767},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09386280179023743},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.07851511240005493},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07432833313941956}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7360292673110962},{"id":"https://openalex.org/C66696666","wikidata":"https://www.wikidata.org/wiki/Q17105612","display_name":"Sample entropy","level":3,"score":0.6162770390510559},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5985631346702576},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5431436896324158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4966292977333069},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4924643933773041},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.45811527967453003},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.455466091632843},{"id":"https://openalex.org/C86859247","wikidata":"https://www.wikidata.org/wiki/Q4781760","display_name":"Approximate entropy","level":3,"score":0.44364985823631287},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4081060588359833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3911551833152771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38251984119415283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33671027421951294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27372604608535767},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09386280179023743},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.07851511240005493},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07432833313941956},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014590","descriptor_name":"Uterine Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014590","descriptor_name":"Uterine Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014590","descriptor_name":"Uterine Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018590","descriptor_name":"Uterine Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018590","descriptor_name":"Uterine Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018590","descriptor_name":"Uterine Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7319316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737216","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737216","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:HAL:hal-01304744v1","is_oa":false,"landing_page_url":"https://univ-rennes.hal.science/hal-01304744","pdf_url":null,"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":"2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society, 2015, Milan, Italy. pp.4182--4185","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1552648027","https://openalex.org/W1862394037","https://openalex.org/W1978683658","https://openalex.org/W1981399706","https://openalex.org/W1995938232","https://openalex.org/W2010355864","https://openalex.org/W2019292983","https://openalex.org/W2024383241","https://openalex.org/W2029395787","https://openalex.org/W2031365860","https://openalex.org/W2062343088","https://openalex.org/W2064405079","https://openalex.org/W2074520319","https://openalex.org/W2075587742","https://openalex.org/W2081319908","https://openalex.org/W2113106013","https://openalex.org/W2121452975","https://openalex.org/W2122057898","https://openalex.org/W2122348941","https://openalex.org/W2137326553","https://openalex.org/W2148657112","https://openalex.org/W2152254020","https://openalex.org/W3122507959","https://openalex.org/W4210509282","https://openalex.org/W6676947669"],"related_works":["https://openalex.org/W2093589470","https://openalex.org/W2415751681","https://openalex.org/W1862394037","https://openalex.org/W2889925888","https://openalex.org/W3121271574","https://openalex.org/W2084594947","https://openalex.org/W4205160129","https://openalex.org/W2890995276","https://openalex.org/W4381804751","https://openalex.org/W2076258781"],"abstract_inverted_index":{"Nonlinear":[0],"time":[1,121],"series":[2],"analysis":[3],"can":[4],"provide":[5],"useful":[6],"information":[7],"regarding":[8],"nonlinear":[9,22,42,138],"features":[10],"of":[11,16,21,34,40,65,87,95],"biological":[12],"signals.":[13],"The":[14,75],"effect":[15,114],"filtering":[17,36,111,128],"on":[18,37,115],"the":[19,32,38,63,85,88,93,108],"performance":[20],"methods":[23,55,97,118,139],"is":[24],"not":[25],"well-understood.":[26],"In":[27],"this":[28],"work,":[29],"we":[30],"investigate":[31],"effects":[33],"signal":[35],"sensitivity":[39,94],"four":[41],"methods:":[43],"Time":[44],"reversibility,":[45],"Sample":[46],"Entropy,":[47],"Lyapunov":[48],"Exponents":[49],"and":[50,72],"Delay":[51],"Vector":[52],"Variance.":[53],"These":[54],"were":[56,77],"applied":[57],"to":[58,68],"uterine":[59],"EMG":[60],"signals":[61,76],"with":[62,105,142],"aim":[64],"using":[66,79],"them":[67],"discriminate":[69],"between":[70],"pregnancy":[71],"labor":[73],"contractions.":[74],"filtered":[78],"three":[80],"different":[81],"band-pass":[82],"filters":[83],"before":[84],"application":[86],"methods.":[89],"Results":[90],"showed":[91],"that":[92,126],"some":[96,116,137],"such":[98,119],"as":[99,120],"sample":[100],"entropy":[101],"was":[102],"significantly":[103],"improved":[104],"filtering.":[106],"On":[107],"other":[109,117],"hand,":[110],"had":[112],"little":[113],"reversibility.":[122],"This":[123],"study":[124],"concludes":[125],"while":[127],"increases":[129],"computation":[130],"time,":[131],"it":[132],"may":[133],"be":[134],"necessary":[135],"for":[136],"particularly":[140],"those":[141],"low":[143],"sensitivity.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}