{"id":"https://openalex.org/W2408219413","doi":"https://doi.org/10.3233/978-1-61499-423-7-107","title":"Patients Classification on Weaning Trials Using Neural Networks and Wavelet Transform","display_name":"Patients Classification on Weaning Trials Using Neural Networks and Wavelet Transform","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2408219413","doi":"https://doi.org/10.3233/978-1-61499-423-7-107","mag":"2408219413","pmid":"https://pubmed.ncbi.nlm.nih.gov/25000027"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-423-7-107","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-423-7-107","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"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/A5035254363","display_name":"Carlos Arizmendi","orcid":"https://orcid.org/0000-0003-1903-115X"},"institutions":[{"id":"https://openalex.org/I192928004","display_name":"Universidad Aut\u00f3noma de Bucaramanga","ror":"https://ror.org/00gkhpw57","country_code":"CO","type":"education","lineage":["https://openalex.org/I192928004"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Arizmendi Carlos","raw_affiliation_strings":["Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia"],"affiliations":[{"raw_affiliation_string":"Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia","institution_ids":["https://openalex.org/I192928004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029411378","display_name":"Juan Viviescas","orcid":null},"institutions":[{"id":"https://openalex.org/I192928004","display_name":"Universidad Aut\u00f3noma de Bucaramanga","ror":"https://ror.org/00gkhpw57","country_code":"CO","type":"education","lineage":["https://openalex.org/I192928004"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Viviescas Juan","raw_affiliation_strings":["Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia"],"affiliations":[{"raw_affiliation_string":"Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia","institution_ids":["https://openalex.org/I192928004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064548627","display_name":"Hernando Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-6242-3939"},"institutions":[{"id":"https://openalex.org/I192928004","display_name":"Universidad Aut\u00f3noma de Bucaramanga","ror":"https://ror.org/00gkhpw57","country_code":"CO","type":"education","lineage":["https://openalex.org/I192928004"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Gonz&aacute;lez Hernando","raw_affiliation_strings":["Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia"],"affiliations":[{"raw_affiliation_string":"Control & Mecatr\u00f3nica Research Group, Universidad Aut\u00f3noma de Bucaramanga, Bucaramanga, Colombia","institution_ids":["https://openalex.org/I192928004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058585669","display_name":"Beatriz F. Giraldo","orcid":"https://orcid.org/0000-0002-9910-8577"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giraldo Beatriz","raw_affiliation_strings":["Dept. of ESAII, Universitat Polit\u00e8cnica de Catalunya (UPC), Institut de Bioenginyeria de Catalunya (IBEC) and CIBER de Bioingenier\u00eda, Biomateriales y Nanomedicina, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of ESAII, Universitat Polit\u00e8cnica de Catalunya (UPC), Institut de Bioenginyeria de Catalunya (IBEC) and CIBER de Bioingenier\u00eda, Biomateriales y Nanomedicina, Barcelona, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035254363"],"corresponding_institution_ids":["https://openalex.org/I192928004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1996633,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"202","issue":null,"first_page":"107","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.5152999758720398,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.5152999758720398,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526120662689209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5020227432250977},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49745896458625793},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35417649149894714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526120662689209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5020227432250977},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49745896458625793},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35417649149894714}],"mesh":[{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012129","descriptor_name":"Respiratory Function Tests","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":false},{"descriptor_ui":"D012131","descriptor_name":"Respiratory Insufficiency","qualifier_ui":"Q000534","qualifier_name":"rehabilitation","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013813","descriptor_name":"Therapy, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015300","descriptor_name":"Ventilator Weaning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015300","descriptor_name":"Ventilator Weaning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015300","descriptor_name":"Ventilator Weaning","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-423-7-107","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-423-7-107","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:25000027","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25000027","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0,65],"determination":[1],"of":[2,6,19,59,68,92,94,110],"the":[3,7,57,111],"optimal":[4],"time":[5,75],"patients":[8,17,24,60],"in":[9,36,50],"weaning":[10,62],"trial":[11,63],"process":[12],"from":[13],"mechanical":[14],"ventilation,":[15],"between":[16],"capable":[18],"maintaining":[20],"spontaneous":[21,29],"breathing":[22],"and":[23,43,80,103],"that":[25],"fail":[26],"to":[27,52],"maintain":[28],"breathing,":[30],"is":[31],"a":[32,54,101],"very":[33],"important":[34],"task":[35],"intensive":[37],"care":[38],"unit.":[39],"Wavelet":[40],"Transform":[41],"(WT)":[42],"Neural":[44],"Networks":[45],"(NN)":[46],"techniques":[47],"were":[48,83],"applied":[49],"order":[51],"develop":[53],"classifier":[55],"for":[56],"study":[58],"on":[61],"process.":[64],"respiratory":[66],"pattern":[67],"each":[69],"patient":[70],"was":[71,98],"characterized":[72],"through":[73],"different":[74],"series.":[76],"Genetic":[77],"Algorithms":[78],"(GA)":[79],"Forward":[81],"Selection":[82],"used":[84],"as":[85],"feature":[86],"selection":[87],"techniques.":[88],"A":[89],"classification":[90],"performance":[91],"77.00\u00b10.06%":[93],"well":[95],"classified":[96],"patients,":[97],"obtained":[99],"using":[100],"NN":[102],"GA":[104],"combination,":[105],"with":[106],"only":[107],"6":[108],"variables":[109],"14":[112],"initials.":[113]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
