{"id":"https://openalex.org/W2345134844","doi":"https://doi.org/10.1109/bhi.2016.7455841","title":"PEPCOR \u2014 A risk prediction model for pediatric intensive care units utilizing ventilator days and length of stay","display_name":"PEPCOR \u2014 A risk prediction model for pediatric intensive care units utilizing ventilator days and length of stay","publication_year":2016,"publication_date":"2016-02-01","ids":{"openalex":"https://openalex.org/W2345134844","doi":"https://doi.org/10.1109/bhi.2016.7455841","mag":"2345134844","pmid":"https://pubmed.ncbi.nlm.nih.gov/28164175"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2016.7455841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5287707","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047694985","display_name":"Theruni Pethiyagoda","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Theruni Pethiyagoda","raw_affiliation_strings":["Wallace H. Coulter Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA 30332, USA","Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Wallace H. Coulter Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA 30332, USA","institution_ids":[]},{"raw_affiliation_string":"Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025630177","display_name":"Nikhil K. Chanani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146983","display_name":"Children's Healthcare of Atlanta","ror":"https://ror.org/050fhx250","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210146983"]},{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikhil Chanani","raw_affiliation_strings":["Sibley Heart Center Cardiology, Children's Healthcare of Atlanta and Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 31141, USA","Children's Healthcare of Atlanta and Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Sibley Heart Center Cardiology, Children's Healthcare of Atlanta and Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 31141, USA","institution_ids":[]},{"raw_affiliation_string":"Children's Healthcare of Atlanta and Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA","institution_ids":["https://openalex.org/I4210146983","https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051940505","display_name":"Chih\u2010Wen Cheng","orcid":"https://orcid.org/0000-0002-3208-1795"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chihwen Cheng","raw_affiliation_strings":["Electrical and Computer Engineering Department of Georgia Institute of Technology, Atlanta, GA 30332, USA","Electrical and Computer Engineering Department of Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department of Georgia Institute of Technology, Atlanta, GA 30332, USA","institution_ids":[]},{"raw_affiliation_string":"Electrical and Computer Engineering Department of Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030096887","display_name":"May D. Wang","orcid":"https://orcid.org/0000-0003-3961-3608"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"May D. Wang","raw_affiliation_strings":["Bio-MIBLab ( www.bio-miblab.org ), the Wallace H. Coulter Department of Biomedical Engineering Department, Georgia Institute of Technology and Emory University, Atlanta, GA 30332 USA","Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Bio-MIBLab ( www.bio-miblab.org ), the Wallace H. Coulter Department of Biomedical Engineering Department, Georgia Institute of Technology and Emory University, Atlanta, GA 30332 USA","institution_ids":[]},{"raw_affiliation_string":"Department of Biomedical Engineering of Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047694985"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04193836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"86","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.996999979019165,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.996999979019165,"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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/medicine","display_name":"Medicine","score":0.6336252689361572},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.5737313628196716},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5357775688171387},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.5291203260421753},{"id":"https://openalex.org/keywords/mechanical-ventilation","display_name":"Mechanical ventilation","score":0.4955047369003296},{"id":"https://openalex.org/keywords/critically-ill","display_name":"Critically ill","score":0.49018222093582153},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4796364903450012},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.4088220000267029},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.36415594816207886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1917286217212677}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6336252689361572},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.5737313628196716},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5357775688171387},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5291203260421753},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.4955047369003296},{"id":"https://openalex.org/C2991859549","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Critically ill","level":2,"score":0.49018222093582153},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4796364903450012},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.4088220000267029},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.36415594816207886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1917286217212677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bhi.2016.7455841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmid:28164175","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28164175","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":"... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:5287707","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5287707","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS Int Conf Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5287707","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5287707","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS Int Conf Biomed Health Inform","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313524","display_name":"Children's Healthcare of Atlanta","ror":"https://ror.org/050fhx250"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1564173202","https://openalex.org/W1984676293","https://openalex.org/W1989471045","https://openalex.org/W2006827996","https://openalex.org/W2084445380","https://openalex.org/W2094326804","https://openalex.org/W2123599545","https://openalex.org/W2144192049","https://openalex.org/W2198724536","https://openalex.org/W2202589606","https://openalex.org/W2998347171","https://openalex.org/W6687155665"],"related_works":["https://openalex.org/W2982321410","https://openalex.org/W2392004567","https://openalex.org/W2940029036","https://openalex.org/W4388292429","https://openalex.org/W2756595502","https://openalex.org/W2046296964","https://openalex.org/W2010789764","https://openalex.org/W2219281195","https://openalex.org/W2187233292","https://openalex.org/W4389422031"],"abstract_inverted_index":{"Great":[0],"sources":[1],"of":[2,18,56,67,82,107,113,130,134,157],"concern":[3],"for":[4,20],"pediatric":[5],"and":[6,16,43,47,85],"neonatal":[7],"intensive":[8],"care":[9,42,55],"units":[10],"are":[11],"the":[12,54,64,73,76,80,97,105,111,121,127,131,135,149,155],"total":[13],"resource":[14],"utilization":[15],"cost":[17],"caring":[19],"very":[21],"sick":[22],"children.":[23],"This":[24],"paper":[25],"attempts":[26],"to":[27,71,110,154],"create":[28],"a":[29,57,116,139,144],"usable":[30],"clinical":[31],"decision":[32],"support":[33],"system":[34,62],"(PEPCOR)":[35],"that":[36,50],"would":[37],"help":[38],"improve":[39,53,126],"personalized":[40],"health":[41,129],"avoid":[44],"unnecessary":[45],"secondary,":[46],"costly,":[48],"procedures":[49,91],"do":[51],"not":[52,125],"critically":[58],"ill":[59],"patient.":[60,132],"The":[61,99],"uses":[63],"Children's":[65],"Healthcare":[66],"Atlanta":[68],"ICU":[69],"database":[70],"analyze":[72],"effects":[74],"on":[75],"risk,":[77],"(quantified":[78],"as":[79],"risk":[81,100,118],"invasive":[83],"ventilation":[84],"associated":[86],"complications)":[87],"when":[88,148],"combining":[89],"two":[90,158],"versus":[92],"administering":[93],"one":[94],"procedure":[95,123,136,151],"without":[96],"other.":[98],"is":[101],"calculated":[102],"by":[103],"computing":[104],"ratio":[106],"ventilator":[108],"days":[109],"length":[112],"stay,":[114],"with":[115,143],"higher":[117],"score":[119],"indicating":[120],"second":[122],"did":[124],"overall":[128],"82/90":[133],"combinations":[137],"showed":[138],"statistically":[140],"significant":[141],"difference":[142],"p-value":[145],"<":[146],"0.05":[147],"stand-alone":[150],"was":[152],"compared":[153],"combination":[156],"procedures.":[159]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}