{"id":"https://openalex.org/W2065905136","doi":"https://doi.org/10.1109/coase.2013.6653987","title":"Modeling and analysis of hospital inpatient rescue process: A Markov chain approach","display_name":"Modeling and analysis of hospital inpatient rescue process: A Markov chain approach","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2065905136","doi":"https://doi.org/10.1109/coase.2013.6653987","mag":"2065905136"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2013.6653987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2013.6653987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","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/A5002391709","display_name":"Xiaolei Xie","orcid":"https://orcid.org/0000-0002-5133-9712"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaolei Xie","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA","Dept. of Ind. & Syst. Eng., Univ. of Wisconsin, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Dept. of Ind. & Syst. Eng., Univ. of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059704385","display_name":"Jingshan Li","orcid":"https://orcid.org/0000-0003-0148-1232"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingshan Li","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA","Dept. of Ind. & Syst. Eng., Univ. of Wisconsin, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Dept. of Ind. & Syst. Eng., Univ. of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046293177","display_name":"Colleen H. Swartz","orcid":null},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]},{"id":"https://openalex.org/I2801012209","display_name":"Albert B. Chandler Hospital","ror":"https://ror.org/03r8nx235","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285210727","https://openalex.org/I2801012209"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen H. Swartz","raw_affiliation_strings":["University of Kentucky Chandler Medical Center, Lexington, KY, USA","Univ. of Kentucky Chandler Med. Center, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kentucky Chandler Medical Center, Lexington, KY, USA","institution_ids":["https://openalex.org/I2801012209"]},{"raw_affiliation_string":"Univ. of Kentucky Chandler Med. Center, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077832390","display_name":"Yue Dong","orcid":"https://orcid.org/0000-0002-1737-6536"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723"]},{"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"]},{"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":"Yue Dong","raw_affiliation_strings":["Mayo Clinic, Rochester, MN, USA","****Mayo Clinic, Rochester, MN USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]},{"raw_affiliation_string":"****Mayo Clinic, Rochester, MN USA","institution_ids":["https://openalex.org/I4210125099","https://openalex.org/I4210146710","https://openalex.org/I1330342723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":null,"first_page":"978","last_page":"983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10508","display_name":"Patient Safety and Medication Errors","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.989799976348877,"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/markov-chain","display_name":"Markov chain","score":0.5268032550811768},{"id":"https://openalex.org/keywords/patient-safety","display_name":"Patient safety","score":0.4909232258796692},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4747013449668884},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4684560298919678},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4419749975204468},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4415290951728821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4325443506240845},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3906794488430023},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3689102530479431},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2203267216682434},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.15222373604774475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12953945994377136},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1116616427898407},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08690515160560608}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5268032550811768},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.4909232258796692},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4747013449668884},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4684560298919678},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4419749975204468},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4415290951728821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4325443506240845},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3906794488430023},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3689102530479431},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2203267216682434},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.15222373604774475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12953945994377136},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1116616427898407},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08690515160560608},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2013.6653987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2013.6653987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1545619031","https://openalex.org/W1594156656","https://openalex.org/W1917824428","https://openalex.org/W1984617225","https://openalex.org/W2008322952","https://openalex.org/W2027269074","https://openalex.org/W2043220947","https://openalex.org/W2046510095","https://openalex.org/W2047805825","https://openalex.org/W2050915224","https://openalex.org/W2070164693","https://openalex.org/W2072410090","https://openalex.org/W2078724364","https://openalex.org/W2082757512","https://openalex.org/W2088393330","https://openalex.org/W2089569708","https://openalex.org/W2090584059","https://openalex.org/W2092224881","https://openalex.org/W2102836804","https://openalex.org/W2119012595","https://openalex.org/W2125430607","https://openalex.org/W2159615493","https://openalex.org/W2166858912","https://openalex.org/W2193699616","https://openalex.org/W2326500416","https://openalex.org/W6657408161","https://openalex.org/W6673253511","https://openalex.org/W7028456792"],"related_works":["https://openalex.org/W1660242800","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2413828414","https://openalex.org/W2315999538","https://openalex.org/W2367222340","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"Improving":[0],"patient":[1,71,79,104,113,152,171],"safety":[2],"is":[3,36,66,127,136,142],"the":[4,11,28,40,54,70,75,87,100,103,121,131,163],"top":[5],"priority":[6],"for":[7,111],"hospital":[8,12,55],"management.":[9],"On":[10],"floor,":[13],"an":[14,47,140],"inpatient":[15,56],"may":[16],"experience":[17],"clinical":[18],"deterioration":[19],"during":[20],"his/her":[21],"stay.":[22],"Quick":[23],"and":[24,31,52,73,144,166],"appropriate":[25],"treatment":[26],"from":[27],"nurse,":[29],"physician,":[30],"rapid":[32],"response":[33],"team":[34],"(RRT)":[35],"essential":[37],"to":[38,50,68,92,98,119,129,161,169],"rescue":[39,57],"patient.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"introduce":[46],"analytical":[48],"method":[49,156],"model":[51,65],"analyze":[53,74,162],"(HIR)":[58],"process.":[59],"A":[60],"continuous":[61],"time":[62],"Markov":[63],"chain":[64],"presented":[67],"characterize":[69],"status":[72],"transitions":[76],"between":[77],"different":[78,107],"states,":[80],"such":[81,139],"as":[82,120],"risk,":[83],"non-risk,":[84],"intervention":[85],"by":[86],"care":[88],"provider,":[89],"or":[90],"elevation":[91],"intensive":[93],"care,":[94],"etc.":[95],"Closed":[96],"formulas":[97],"calculate":[99],"probability":[101],"of":[102,151],"staying":[105],"in":[106,146],"states":[108],"are":[109],"developed":[110],"single":[112],"case.":[114],"An":[115],"approximation":[116],"method,":[117],"referred":[118],"shared":[122],"resource":[123],"iteration":[124,141],"(SRI)":[125],"approach,":[126],"proposed":[128],"study":[130],"multiple":[132],"patients":[133],"scenario.":[134],"It":[135],"shown":[137],"that":[138],"convergent":[143],"results":[145],"a":[147,158],"high":[148],"accuracy":[149],"estimation":[150],"state":[153],"probability.":[154],"This":[155],"provides":[157],"quantitative":[159],"tool":[160],"HIR":[164],"process":[165],"investigate":[167],"strategies":[168],"improve":[170],"safety.":[172]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}