{"id":"https://openalex.org/W2911939805","doi":"https://doi.org/10.1109/bibm.2018.8621439","title":"Analysis of the Complexity Pattems in Respiratory Data","display_name":"Analysis of the Complexity Pattems in Respiratory Data","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911939805","doi":"https://doi.org/10.1109/bibm.2018.8621439","mag":"2911939805"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5100462151","display_name":"Dandan Wang","orcid":"https://orcid.org/0000-0001-8643-2514"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Dandan Wang","raw_affiliation_strings":["Faculty of Health Sciences, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014550475","display_name":"Peiyan Zheng","orcid":"https://orcid.org/0000-0002-8795-4899"},"institutions":[{"id":"https://openalex.org/I4210098361","display_name":"First Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00z0j0d77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098361"]},{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyan Zheng","raw_affiliation_strings":["Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210098361","https://openalex.org/I92039509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100372485","display_name":"Teng Zhang","orcid":"https://orcid.org/0000-0001-5001-8485"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Teng Zhang","raw_affiliation_strings":["Faculty of Health Sciences, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354298","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0003-4366-6139"},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]},{"id":"https://openalex.org/I4210098361","display_name":"First Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00z0j0d77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098361"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210098361","https://openalex.org/I92039509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101735824","display_name":"Lichun Chen","orcid":"https://orcid.org/0000-0001-7380-0218"},"institutions":[{"id":"https://openalex.org/I4210098361","display_name":"First Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00z0j0d77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098361"]},{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lichun Chen","raw_affiliation_strings":["Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210098361","https://openalex.org/I92039509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108749661","display_name":"Yingying Zhai","orcid":"https://orcid.org/0000-0001-9668-562X"},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]},{"id":"https://openalex.org/I4210098361","display_name":"First Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00z0j0d77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098361"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Zhai","raw_affiliation_strings":["Department of Pediatrics, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210098361","https://openalex.org/I92039509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112813821","display_name":"Zhaozhi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaozhi Zhang","raw_affiliation_strings":["Department of Statistical Science, Duke University, Durham, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistical Science, Duke University, Durham, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018882004","display_name":"Dongliang Leng","orcid":"https://orcid.org/0000-0002-2763-6661"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Dongliang Leng","raw_affiliation_strings":["Faculty of Health Sciences, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073597590","display_name":"Ju Hyun Jin","orcid":"https://orcid.org/0000-0002-0195-4098"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Ju Jin","raw_affiliation_strings":["Faculty of Health Sciences, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016606637","display_name":"Baoqing Sun","orcid":"https://orcid.org/0000-0002-1671-0723"},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]},{"id":"https://openalex.org/I4210098361","display_name":"First Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00z0j0d77","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098361"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoqing Sun","raw_affiliation_strings":["Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Allergy and Clinical Immunology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210098361","https://openalex.org/I92039509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013542379","display_name":"Xiaohua Douglas Zhang","orcid":"https://orcid.org/0000-0002-2486-7931"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xiaohua Douglas Zhang","raw_affiliation_strings":["Faculty of Health Sciences, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Health Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5100462151"],"corresponding_institution_ids":["https://openalex.org/I204512498"],"apc_list":null,"apc_paid":null,"fwci":0.4669,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78922585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"399","issue":null,"first_page":"2556","last_page":"2560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12261","display_name":"Statistical Mechanics and Entropy","score":0.9715999960899353,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9596999883651733,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.7311088442802429},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5474598407745361},{"id":"https://openalex.org/keywords/detrended-fluctuation-analysis","display_name":"Detrended fluctuation analysis","score":0.5022351741790771},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.4852466583251953},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.3425532877445221},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2511405348777771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17065605521202087}],"concepts":[{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.7311088442802429},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5474598407745361},{"id":"https://openalex.org/C21689155","wikidata":"https://www.wikidata.org/wiki/Q2451452","display_name":"Detrended fluctuation analysis","level":3,"score":0.5022351741790771},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.4852466583251953},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3425532877445221},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2511405348777771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17065605521202087},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1854637048","https://openalex.org/W1995545991","https://openalex.org/W2007459509","https://openalex.org/W2008234839","https://openalex.org/W2031486497","https://openalex.org/W2041612270","https://openalex.org/W2051262596","https://openalex.org/W2071602085","https://openalex.org/W2093362058","https://openalex.org/W2115235491","https://openalex.org/W2127873098","https://openalex.org/W2132198832","https://openalex.org/W2760972736","https://openalex.org/W2765962201","https://openalex.org/W2782368388","https://openalex.org/W2804227225","https://openalex.org/W3037508934","https://openalex.org/W3103629061"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Allergic":[0,173],"asthma":[1,117],"and/or":[2,118],"rhinitis":[3],"are":[4],"common":[5],"allergic":[6,116],"diseases":[7],"in":[8,14,21,78,89,95,133,162],"the":[9,38,45,51,80,96,122,126,134,143,157,167],"clinical,":[10],"with":[11,115,172],"gradually":[12],"increase":[13],"incidence":[15],"rates,":[16],"overlapping":[17],"prevalence":[18],"and":[19,32,64,112,131,170,175],"costs":[20],"quality":[22],"of":[23,41,53,70,82,109,125,137],"life.":[24],"The":[25],"conventional":[26],"indicators":[27],"such":[28,59],"as":[29,60],"respiratory":[30],"function":[31],"specific":[33],"immune":[34],"marker":[35],"cannot":[36],"reflect":[37,50],"holistic":[39],"nature":[40],"patient":[42],"health":[43],"while":[44],"continuous":[46,71],"monitored":[47,127],"data":[48,128],"can":[49],"conditions":[52,81],"patients":[54],"more":[55,150],"exactly.":[56],"Complexity":[57],"dynamics":[58],"multiscale":[61],"entropy":[62],"(MSE)":[63],"multifractal":[65],"detrended":[66],"fluctuation":[67],"analysis":[68],"(MF-DFA)":[69],"physiological":[72,106],"parameters":[73,107],"have":[74,156],"shown":[75],"great":[76],"applicability":[77],"reflecting":[79],"patients,":[83],"but":[84],"their":[85],"use":[86],"is":[87,149],"still":[88],"its":[90],"infancy.":[91],"Thus,":[92],"to":[93,103,159,165],"fill":[94],"gap,":[97],"we":[98],"applied":[99],"noninvasive":[100],"wearable":[101],"devices":[102],"continuously":[104],"monitor":[105],"(airflow)":[108],"healthy":[110,147,168],"children":[111,113,148,169],"suffering":[114],"rhinitis.":[119],"We":[120],"explore":[121],"complexity":[123],"pattern":[124],"using":[129],"MSE":[130],"MDFA":[132],"two":[135],"groups":[136],"children.":[138],"Our":[139],"results":[140],"reveal":[141],"that":[142],"respiration":[144],"dynamic":[145],"for":[146],"complicated":[151],"than":[152],"patients.":[153],"This":[154],"may":[155],"potential":[158],"be":[160],"used":[161],"clinical":[163],"practice":[164],"differentiate":[166],"those":[171],"Asthma":[174],"Rhinitis.":[176]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}