{"id":"https://openalex.org/W4284680100","doi":"https://doi.org/10.3390/s22145098","title":"Combination of Feature Selection and Resampling Methods to Predict Preterm Birth Based on Electrohysterographic Signals from Imbalance Data","display_name":"Combination of Feature Selection and Resampling Methods to Predict Preterm Birth Based on Electrohysterographic Signals from Imbalance Data","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4284680100","doi":"https://doi.org/10.3390/s22145098","pmid":"https://pubmed.ncbi.nlm.nih.gov/35890778"},"language":"en","primary_location":{"id":"doi:10.3390/s22145098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145098","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5098/pdf?version=1657179730","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/14/5098/pdf?version=1657179730","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031420758","display_name":"F\u00e9lix Nieto-del-Amor","orcid":"https://orcid.org/0000-0003-0050-9360"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F\u00e9lix Nieto-del-Amor","raw_affiliation_strings":["Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0050-9360","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066097218","display_name":"Gema Prats-Boluda","orcid":"https://orcid.org/0000-0002-9362-5055"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Gema Prats-Boluda","raw_affiliation_strings":["Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9362-5055","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068141518","display_name":"Javier Garcia\u2010Casado","orcid":"https://orcid.org/0000-0003-1410-2721"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Garcia-Casado","raw_affiliation_strings":["Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1410-2721","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037845771","display_name":"Alba Diaz\u2010Martinez","orcid":"https://orcid.org/0000-0002-4605-6048"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alba Diaz-Martinez","raw_affiliation_strings":["Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4605-6048","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074337118","display_name":"Vicente Jose Diago-Almela","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vicente Jose Diago-Almela","raw_affiliation_strings":["Servicio de Obstetricia, H.U.P. La Fe, 46026 Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servicio de Obstetricia, H.U.P. La Fe, 46026 Valencia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048033089","display_name":"Rogelio Monfort-Ort\u00edz","orcid":"https://orcid.org/0000-0001-7931-8609"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rogelio Monfort-Ortiz","raw_affiliation_strings":["Servicio de Obstetricia, H.U.P. La Fe, 46026 Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servicio de Obstetricia, H.U.P. La Fe, 46026 Valencia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044915547","display_name":"Dongmei Hao","orcid":"https://orcid.org/0000-0002-5715-5930"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Hao","raw_affiliation_strings":["Faculty of Environment and Life, Beijing University of Technology, Beijing International Science and Technology Cooperation Base for Intelligent Physiological Measurement and Clinical Transformation, Beijing 100124, China"],"raw_orcid":"https://orcid.org/0000-0002-5715-5930","affiliations":[{"raw_affiliation_string":"Faculty of Environment and Life, Beijing University of Technology, Beijing International Science and Technology Cooperation Base for Intelligent Physiological Measurement and Clinical Transformation, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067245082","display_name":"Yiyao Ye-Lin","orcid":"https://orcid.org/0000-0003-2929-181X"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yiyao Ye-Lin","raw_affiliation_strings":["Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2929-181X","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n e Innovaci\u00f3n en Bioingenier\u00eda, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5066097218"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.8209,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91177774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"22","issue":"14","first_page":"5098","last_page":"5098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11290","display_name":"Preterm Birth and Chorioamnionitis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11290","display_name":"Preterm Birth and Chorioamnionitis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T13289","display_name":"Infant Health and Development","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7915012836456299},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.7832893133163452},{"id":"https://openalex.org/keywords/undersampling","display_name":"Undersampling","score":0.7718080282211304},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.695076584815979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6419942378997803},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5910295248031616},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.5695576071739197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5445069074630737},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5232381224632263},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42749732732772827},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4265812039375305},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4152452349662781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39699631929397583},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35488444566726685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20103704929351807},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11612880229949951},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.0926373302936554}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7915012836456299},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.7832893133163452},{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.7718080282211304},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.695076584815979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6419942378997803},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5910295248031616},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.5695576071739197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5445069074630737},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5232381224632263},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42749732732772827},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4265812039375305},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4152452349662781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39699631929397583},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35488444566726685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20103704929351807},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11612880229949951},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0926373302936554},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"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":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007752","descriptor_name":"Obstetric Labor, Premature","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007752","descriptor_name":"Obstetric Labor, Premature","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D007752","descriptor_name":"Obstetric Labor, Premature","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014599","descriptor_name":"Uterus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D047928","descriptor_name":"Premature Birth","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D047928","descriptor_name":"Premature Birth","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D047928","descriptor_name":"Premature Birth","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22145098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145098","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5098/pdf?version=1657179730","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35890778","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35890778","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:7c94105e7476456a9cb4c17a3099cd78","is_oa":true,"landing_page_url":"https://doaj.org/article/7c94105e7476456a9cb4c17a3099cd78","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 14, p 5098 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/14/5098/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22145098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 14; Pages: 5098","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9319575","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9319575","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:riunet.upv.es:10251/191405","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/191405","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s22145098","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145098","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5098/pdf?version=1657179730","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G6543851747","display_name":null,"funder_award_id":"UE RTI2018-094449-A-I00-AR","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G991184189","display_name":null,"funder_award_id":"AICO/2019/220","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"}],"funders":[{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284680100.pdf","grobid_xml":"https://content.openalex.org/works/W4284680100.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W78766501","https://openalex.org/W752888290","https://openalex.org/W846368589","https://openalex.org/W1841952000","https://openalex.org/W1966513653","https://openalex.org/W1966716734","https://openalex.org/W1975664724","https://openalex.org/W1995938232","https://openalex.org/W1996687787","https://openalex.org/W2011376672","https://openalex.org/W2015452969","https://openalex.org/W2016710902","https://openalex.org/W2025769637","https://openalex.org/W2030892577","https://openalex.org/W2048226801","https://openalex.org/W2049727490","https://openalex.org/W2068258779","https://openalex.org/W2081319908","https://openalex.org/W2097521902","https://openalex.org/W2100941948","https://openalex.org/W2131036894","https://openalex.org/W2135145601","https://openalex.org/W2137029138","https://openalex.org/W2148143831","https://openalex.org/W2148657112","https://openalex.org/W2154706222","https://openalex.org/W2166045895","https://openalex.org/W2189109888","https://openalex.org/W2189368561","https://openalex.org/W2191183751","https://openalex.org/W2318680981","https://openalex.org/W2548307244","https://openalex.org/W2558382987","https://openalex.org/W2597639664","https://openalex.org/W2607312241","https://openalex.org/W2626931877","https://openalex.org/W2766146410","https://openalex.org/W2785933479","https://openalex.org/W2789190402","https://openalex.org/W2789937855","https://openalex.org/W2801499275","https://openalex.org/W2807896553","https://openalex.org/W2888816535","https://openalex.org/W2896236534","https://openalex.org/W2900367181","https://openalex.org/W2900519066","https://openalex.org/W2903942159","https://openalex.org/W2927471836","https://openalex.org/W2952856780","https://openalex.org/W2964303497","https://openalex.org/W2990736550","https://openalex.org/W3022932186","https://openalex.org/W3026915425","https://openalex.org/W3032632478","https://openalex.org/W3038908588","https://openalex.org/W3041664846","https://openalex.org/W3093778635","https://openalex.org/W3104239639","https://openalex.org/W3106983564","https://openalex.org/W3109072952","https://openalex.org/W3115592149","https://openalex.org/W3125549962","https://openalex.org/W3133899478","https://openalex.org/W3138951883","https://openalex.org/W3148481676","https://openalex.org/W3154490392","https://openalex.org/W3161903064","https://openalex.org/W3184428116","https://openalex.org/W3200114874","https://openalex.org/W3207361716","https://openalex.org/W4243096421","https://openalex.org/W4249749967","https://openalex.org/W4283022701","https://openalex.org/W4295750166","https://openalex.org/W4297817021","https://openalex.org/W4299357943","https://openalex.org/W6603216745","https://openalex.org/W6632316486","https://openalex.org/W6641924023","https://openalex.org/W6686785280","https://openalex.org/W6749049225","https://openalex.org/W6760942063"],"related_works":["https://openalex.org/W32988189","https://openalex.org/W4308469503","https://openalex.org/W2904737874","https://openalex.org/W80466363","https://openalex.org/W4389233021","https://openalex.org/W2399571531","https://openalex.org/W2947132063","https://openalex.org/W4390415670","https://openalex.org/W2023639956","https://openalex.org/W3188632291"],"abstract_inverted_index":{"Due":[0],"to":[1,36,103,123,162,215],"its":[2],"high":[3],"sensitivity,":[4],"electrohysterography":[5],"(EHG)":[6],"has":[7],"emerged":[8],"as":[9],"an":[10,175],"alternative":[11],"technique":[12],"for":[13,109],"predicting":[14,110],"preterm":[15,22,44,111,217],"labor.":[16],"The":[17,149],"main":[18],"obstacle":[19],"in":[20,206,219],"designing":[21],"labor":[23,45,112,218],"prediction":[24,46],"models":[25],"is":[26],"the":[27,49,70,75,83,86,94,105,124,137,145,155,159,171,202,210],"inherent":[28],"preterm/term":[29],"imbalance":[30,107],"ratio,":[31],"which":[32],"can":[33],"give":[34],"rise":[35],"relatively":[37],"low":[38],"performance.":[39],"Numerous":[40],"studies":[41,56],"obtained":[42],"promising":[43],"results":[47,200],"using":[48],"synthetic":[50,66],"minority":[51],"oversampling":[52],"technique.":[53],"However,":[54],"these":[55],"generally":[57],"overestimate":[58],"mathematical":[59],"models'":[60],"real":[61],"generalization":[62],"capacity":[63],"by":[64,113,132],"generating":[65],"data":[67,142],"before":[68],"splitting":[69],"dataset,":[71],"leaking":[72],"information":[73],"between":[74],"training":[76,125,141,172],"and":[77,80,100,119,126,135,193],"testing":[78],"partitions":[79],"thus":[81],"reducing":[82],"complexity":[84],"of":[85,96,153,158,170,177,183,189,195],"classification":[87],"task.":[88],"In":[89],"this":[90],"work,":[91],"we":[92],"analyzed":[93,136],"effect":[95,139],"combining":[97],"feature":[98,130,147,165],"selection":[99,131],"resampling":[101,138,169],"methods":[102,121],"overcome":[104],"class":[106,157],"problem":[108],"EHG.":[114],"We":[115],"assessed":[116],"undersampling,":[117],"oversampling,":[118],"hybrid":[120],"applied":[122],"validation":[127,160],"dataset":[128,161],"during":[129,164],"genetic":[133],"algorithm,":[134],"on":[140],"after":[143],"obtaining":[144],"optimized":[146],"subset.":[148],"best":[150],"strategy":[151],"consisted":[152],"undersampling":[154],"majority":[156],"1:1":[163],"selection,":[166],"without":[167],"subsequent":[168],"data,":[173],"achieving":[174],"AUC":[176],"94.5":[178],"\u00b1":[179,185,191,197],"4.6%,":[180],"average":[181],"precision":[182],"84.5":[184],"11.7%,":[186],"maximum":[187],"F1-score":[188],"79.6":[190],"13.8%,":[192],"recall":[194],"89.8":[196],"12.1%.":[198],"Our":[199],"outperformed":[201],"techniques":[203],"currently":[204],"used":[205,214],"clinical":[207],"practice,":[208],"suggesting":[209],"EHG":[211],"could":[212],"be":[213],"predict":[216],"clinics.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
