{"id":"https://openalex.org/W2991438161","doi":"https://doi.org/10.3233/shti190251","title":"The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites","display_name":"The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2991438161","doi":"https://doi.org/10.3233/shti190251","mag":"2991438161","pmid":"https://pubmed.ncbi.nlm.nih.gov/31437953"},"language":"en","primary_location":{"id":"doi:10.3233/shti190251","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190251","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti190251","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008790086","display_name":"Roshan Tourani","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tourani Roshan","raw_affiliation_strings":["Institute for Health Informatics, University of Minnesota, Twin Cities, MN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Twin Cities, MN","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011329933","display_name":"Dennis H. Murphree","orcid":"https://orcid.org/0000-0002-7800-455X"},"institutions":[{"id":"https://openalex.org/I2802423016","display_name":"WinnMed","ror":"https://ror.org/02s47w807","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802423016"]},{"id":"https://openalex.org/I4210146710","display_name":"Mayo Clinic in Florida","ror":"https://ror.org/03zzw1w08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210146710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murphree Dennis H.","raw_affiliation_strings":["Department of Health Sciences Research, Mayo Clinic, MN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Sciences Research, Mayo Clinic, MN","institution_ids":["https://openalex.org/I4210146710","https://openalex.org/I2802423016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025398350","display_name":"Genevieve B. Melton","orcid":"https://orcid.org/0000-0001-5193-1663"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melton-Meaux Genevieve","raw_affiliation_strings":["Department of Surgery, University of Minnesota, Twin Cities, MN","Institute for Health Informatics, University of Minnesota, Twin Cities, MN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Minnesota, Twin Cities, MN","institution_ids":["https://openalex.org/I4210101327"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Twin Cities, MN","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103247045","display_name":"Elizabeth Wick","orcid":"https://orcid.org/0000-0002-0928-5407"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wick Elizabeth","raw_affiliation_strings":["Department of Surgery, University of California San Francisco, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of California San Francisco, CA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103192518","display_name":"Daryl J. Kor","orcid":"https://orcid.org/0000-0001-9110-1648"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kor Daryl J.","raw_affiliation_strings":["Department of Anesthesia, Mayo Clinic, MN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesia, Mayo Clinic, MN","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050008389","display_name":"Gy\u00f6rgy Simon","orcid":"https://orcid.org/0000-0003-4715-5934"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon Gyorgy J.","raw_affiliation_strings":["Department of Medicine, University of Minnesota, MN","Institute for Health Informatics, University of Minnesota, Twin Cities, MN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Minnesota, MN","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Twin Cities, MN","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7186,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94006309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"264","issue":null,"first_page":"398","last_page":"402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9994999766349792,"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9994999766349792,"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/T11080","display_name":"Surgical site infection prevention","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12020","display_name":"Enhanced Recovery After Surgery","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/perioperative","display_name":"Perioperative","score":0.8135999441146851},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6861858367919922},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.6430115103721619},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.5960054397583008},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.42929619550704956},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.37818747758865356},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3319607377052307},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2230154275894165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.139767587184906},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1326257586479187},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12070545554161072}],"concepts":[{"id":"https://openalex.org/C31174226","wikidata":"https://www.wikidata.org/wiki/Q64855140","display_name":"Perioperative","level":2,"score":0.8135999441146851},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6861858367919922},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.6430115103721619},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.5960054397583008},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.42929619550704956},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.37818747758865356},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3319607377052307},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2230154275894165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.139767587184906},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1326257586479187},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12070545554161072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D003141","descriptor_name":"Communicable Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003141","descriptor_name":"Communicable Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003141","descriptor_name":"Communicable Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003141","descriptor_name":"Communicable Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011183","descriptor_name":"Postoperative Complications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti190251","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190251","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:31437953","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31437953","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},{"id":"pmh:oai:pubmedcentral.nih.gov:7037580","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7037580","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":"Stud Health Technol Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3233/shti190251","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190251","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G8286083743","display_name":null,"funder_award_id":"UL1 TR002494","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G8505738678","display_name":null,"funder_award_id":"R01 GM120079","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G935306450","display_name":null,"funder_award_id":"R01 HS024532","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"}],"funders":[{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1417620923","https://openalex.org/W1969999788","https://openalex.org/W1990185848","https://openalex.org/W2011771750","https://openalex.org/W2039069950","https://openalex.org/W2044307346","https://openalex.org/W2055732752","https://openalex.org/W2074499604","https://openalex.org/W2074515379","https://openalex.org/W2079597817","https://openalex.org/W2092559098","https://openalex.org/W2099513632","https://openalex.org/W2110988322","https://openalex.org/W2121273346","https://openalex.org/W2141218183","https://openalex.org/W2322630401","https://openalex.org/W2620686777"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W1531601525","https://openalex.org/W4254851101","https://openalex.org/W3171007296","https://openalex.org/W22115721","https://openalex.org/W2321234655"],"abstract_inverted_index":{"Surgical":[0],"procedures":[1],"carry":[2],"the":[3,86,105,122,145,151,164],"risk":[4,93],"of":[5,19,29,71,83,107,132,150],"postoperative":[6],"infectious":[7,97,169],"complications,":[8],"which":[9],"can":[10,26,160],"be":[11,27,53,161],"severe,":[12],"expensive,":[13],"and":[14,61,69,88],"morbid.":[15],"A":[16],"growing":[17],"body":[18],"evidence":[20],"indicates":[21],"that":[22,48,116,138,157],"high-resolution":[23],"intraoperative":[24,108,118,140,158],"data":[25,60],"predictive":[28,50,124],"these":[30,33,49],"complications.":[31,134,153,170],"However,":[32],"studies":[34],"are":[35],"often":[36],"contradictory":[37],"in":[38],"their":[39],"findings":[40],"as":[41,43],"well":[42],"difficult":[44],"to":[45,103,163],"replicate,":[46],"suggesting":[47],"models":[51,62,94],"may":[52],"capturing":[54],"institutional":[55],"artifacts.":[56],"In":[57],"this":[58],"work,":[59],"from":[63],"two":[64,146],"independent":[65],"institutions,":[66],"Mayo":[67],"Clinic":[68],"University":[70],"Minnesota-affiliated":[72],"Fairview":[73],"Health":[74],"Services,":[75],"were":[76,111,142],"directly":[77],"compared":[78],"using":[79],"a":[80],"common":[81],"set":[82],"definitions":[84],"for":[85,95,129,148,167],"variables":[87,119,141,159],"outcomes.":[89],"We":[90,114,135],"built":[91],"perioperative":[92],"seven":[96,133,152],"post-surgical":[98],"complications":[99],"at":[100,126],"each":[101],"site":[102],"assess":[104],"value":[106],"variables.":[109],"Models":[110],"internally":[112],"validated.":[113],"found":[115,137],"including":[117],"significantly":[120],"improved":[121],"models'":[123],"performance":[125],"both":[127],"sites":[128,147],"five":[130],"out":[131],"also":[136],"significant":[139],"similar":[143],"between":[144],"four":[149],"Our":[154],"results":[155],"suggest":[156],"related":[162],"underlying":[165],"physiology":[166],"some":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}