{"id":"https://openalex.org/W2216704943","doi":"https://doi.org/10.1109/bibm.2015.7359777","title":"Prediction of Systemic-to-Pulmonary Artery shunt surgery outcomes using administrative data","display_name":"Prediction of Systemic-to-Pulmonary Artery shunt surgery outcomes using administrative data","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2216704943","doi":"https://doi.org/10.1109/bibm.2015.7359777","mag":"2216704943"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2015.7359777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5053889460","display_name":"Sara Moein","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara Moein","raw_affiliation_strings":["Division of Pediatric Cardiothoracic Surgery, School of Medicine, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pediatric Cardiothoracic Surgery, School of Medicine, MO, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708031","display_name":"Hao Yan","orcid":"https://orcid.org/0000-0001-7911-338X"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Yan","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046273513","display_name":"Sanmay Das","orcid":"https://orcid.org/0000-0002-6814-871X"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanmay Das","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060383813","display_name":"Matt Hall","orcid":"https://orcid.org/0000-0001-7778-5887"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Hall","raw_affiliation_strings":["Children's Hospital Associatian, Overland Park, KS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Hospital Associatian, Overland Park, KS, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042095567","display_name":"Pirooz Eghtesady","orcid":"https://orcid.org/0000-0001-7161-8391"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pirooz A Eghtesady","raw_affiliation_strings":["Division of Pediatric Cardiothoracic Surgery, School of Medicine, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pediatric Cardiothoracic Surgery, School of Medicine, MO, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"737","last_page":"741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10300","display_name":"Congenital Heart Disease Studies","score":0.9916999936103821,"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/T10300","display_name":"Congenital Heart Disease Studies","score":0.9916999936103821,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.963100016117096,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9503999948501587,"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":0.6901868581771851},{"id":"https://openalex.org/keywords/perioperative","display_name":"Perioperative","score":0.6658480167388916},{"id":"https://openalex.org/keywords/extracorporeal-membrane-oxygenation","display_name":"Extracorporeal membrane oxygenation","score":0.6626813411712646},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.48124217987060547},{"id":"https://openalex.org/keywords/cardiac-surgery","display_name":"Cardiac surgery","score":0.46908488869667053},{"id":"https://openalex.org/keywords/tetralogy-of-fallot","display_name":"Tetralogy of Fallot","score":0.44018441438674927},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.32637226581573486},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2161310613155365},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.19747209548950195}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6901868581771851},{"id":"https://openalex.org/C31174226","wikidata":"https://www.wikidata.org/wiki/Q64855140","display_name":"Perioperative","level":2,"score":0.6658480167388916},{"id":"https://openalex.org/C2776858399","wikidata":"https://www.wikidata.org/wiki/Q1385195","display_name":"Extracorporeal membrane oxygenation","level":2,"score":0.6626813411712646},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.48124217987060547},{"id":"https://openalex.org/C2778789114","wikidata":"https://www.wikidata.org/wiki/Q235007","display_name":"Cardiac surgery","level":2,"score":0.46908488869667053},{"id":"https://openalex.org/C2778646171","wikidata":"https://www.wikidata.org/wiki/Q445307","display_name":"Tetralogy of Fallot","level":3,"score":0.44018441438674927},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.32637226581573486},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2161310613155365},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.19747209548950195}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2015.7359777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2015.7359777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W70551643","https://openalex.org/W1520812622","https://openalex.org/W1539593569","https://openalex.org/W1547400538","https://openalex.org/W1875061881","https://openalex.org/W1978005360","https://openalex.org/W1987998852","https://openalex.org/W2000365451","https://openalex.org/W2007430222","https://openalex.org/W2021568760","https://openalex.org/W2025674604","https://openalex.org/W2038138012","https://openalex.org/W2042710308","https://openalex.org/W2056487478","https://openalex.org/W2083127716","https://openalex.org/W2086099578","https://openalex.org/W2086910740","https://openalex.org/W2090077439","https://openalex.org/W2119842880","https://openalex.org/W2129018774","https://openalex.org/W2129202342","https://openalex.org/W2148744670","https://openalex.org/W2160184224","https://openalex.org/W2163794182","https://openalex.org/W2324533813","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2012644412","https://openalex.org/W2057359511","https://openalex.org/W2165627064","https://openalex.org/W4403138862","https://openalex.org/W657007628","https://openalex.org/W2383880601","https://openalex.org/W2971421005","https://openalex.org/W1983066969","https://openalex.org/W2469444166","https://openalex.org/W1990693828"],"abstract_inverted_index":{"Systemic-to-Pulmonary":[0],"Artery":[1],"(SPA)":[2],"shunt":[3],"surgery,":[4],"one":[5],"of":[6,32,37,58,78,102,108,138,197],"the":[7,14,35,38,62,100,118,146,163,195],"most":[8],"common":[9],"cardiac":[10],"surgical":[11],"procedures":[12],"in":[13,30,61,95,162],"newborn":[15],"period,":[16],"provides":[17],"a":[18,76,125,136,152,182,190],"means":[19],"to":[20,72,120,156,176,213,220],"palliate":[21],"children":[22],"with":[23,43,202],"limited":[24],"pulmonary":[25],"blood":[26],"flow,":[27],"such":[28],"as":[29,47,224],"Tetralogy":[31],"Fallot.":[33],"Despite":[34],"simplicity":[36],"procedure,":[39],"it":[40,173],"is":[41,174],"associated":[42],"significant":[44,178],"morbidity":[45],"(such":[46],"need":[48],"for":[49,160],"extracorporeal":[50],"membrane":[51],"oxygenation":[52],"(ECMO),":[53],"and":[54,66,84,114],"long":[55],"post-operative":[56,158],"length":[57],"stay":[59],"(PLOS)":[60],"hospital":[63],"following":[64],"surgery)":[65],"mortality.":[67],"These":[68],"outcomes":[69,115,159],"are":[70],"known":[71],"be":[73,211],"impacted":[74],"by":[75,226],"number":[77],"complex":[79],"factors":[80],"(including":[81],"patient":[82,112],"specific":[83,86],"procedure":[85],"factors,":[87,90],"perioperative":[88],"related":[89],"etc.),":[91],"whose":[92],"relative":[93],"importance":[94],"clinical":[96,103,122,222,228],"decision":[97],"making":[98],"remains":[99],"domain":[101],"judgment.":[104],"The":[105,206],"increasing":[106],"availability":[107],"multi-modal":[109],"data":[110],"on":[111,189],"care":[113],"opens":[116],"up":[117],"opportunity":[119],"assess":[121],"practices":[123],"from":[124,135],"more":[126],"data-driven":[127],"perspective.":[128],"In":[129],"this":[130],"paper,":[131],"we":[132,208],"report":[133],"results":[134],"study":[137],"1036":[139],"patients":[140,161],"(from":[141],"44":[142],"children's":[143],"hospitals":[144],"across":[145],"US)":[147],"during":[148],"2009-2014":[149],"that":[150,172,218],"applies":[151],"machine":[153,184,199],"learning":[154,185,200],"approach":[155,186],"predicting":[157],"Pediatric":[164],"Health":[165],"Information":[166],"System":[167],"(PHIS)":[168],"database.":[169],"We":[170],"demonstrate":[171],"feasible":[175],"achieve":[177],"prediction":[179],"benefits":[180],"using":[181],"standard":[183],"(random":[187],"forests)":[188],"carefully":[191],"constructed":[192],"dataset,":[193],"showing":[194],"value":[196],"applying":[198],"even":[201],"noisy":[203],"administrative":[204],"databases.":[205],"methods":[207],"describe":[209],"can":[210],"used":[212],"identify":[214],"potential":[215],"important":[216],"variables":[217],"lead":[219],"good":[221],"judgment":[223],"defined":[225],"desirable":[227],"outcomes.":[229]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
