{"id":"https://openalex.org/W2117581676","doi":"https://doi.org/10.1109/wsc.2002.1172927","title":"Incorporating biology into discrete event simulation models of organ allocation","display_name":"Incorporating biology into discrete event simulation models of organ allocation","publication_year":2003,"publication_date":"2003-06-26","ids":{"openalex":"https://openalex.org/W2117581676","doi":"https://doi.org/10.1109/wsc.2002.1172927","mag":"2117581676"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2002.1172927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2002.1172927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference","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/A5036815893","display_name":"Jennifer E. Kreke","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Kreke","raw_affiliation_strings":["Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083035521","display_name":"Andrew J. Schaefer","orcid":"https://orcid.org/0000-0002-0379-741X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A.J. Schaefer","raw_affiliation_strings":["Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001670387","display_name":"Derek C. Angus","orcid":"https://orcid.org/0000-0002-7026-5181"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.C. Angus","raw_affiliation_strings":["Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065290845","display_name":"Cindy L. Bryce","orcid":"https://orcid.org/0000-0001-6356-6675"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.L. Bryce","raw_affiliation_strings":["Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043740961","display_name":"Mark S. Roberts","orcid":"https://orcid.org/0000-0002-8277-0425"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.S. Roberts","raw_affiliation_strings":["Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2831,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93399653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"532","last_page":"536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.988099992275238,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.988099992275238,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9797000288963318,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6496326923370361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.607603132724762},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5409970283508301},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5258803367614746},{"id":"https://openalex.org/keywords/natural-history","display_name":"Natural history","score":0.4525761008262634},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42649585008621216},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4174734950065613},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3719160258769989},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.249955952167511},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19977104663848877},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1475708782672882},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12420791387557983},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11129254102706909},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10990667343139648},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08480176329612732},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0789426863193512}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6496326923370361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.607603132724762},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5409970283508301},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5258803367614746},{"id":"https://openalex.org/C163276114","wikidata":"https://www.wikidata.org/wiki/Q484591","display_name":"Natural history","level":2,"score":0.4525761008262634},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42649585008621216},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4174734950065613},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3719160258769989},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.249955952167511},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19977104663848877},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1475708782672882},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12420791387557983},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11129254102706909},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10990667343139648},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08480176329612732},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0789426863193512},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2002.1172927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2002.1172927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1580788756","https://openalex.org/W2000819812","https://openalex.org/W2090990967","https://openalex.org/W2141363910","https://openalex.org/W2995133996","https://openalex.org/W4235698906","https://openalex.org/W4285719527","https://openalex.org/W6771247110"],"related_works":["https://openalex.org/W4240036187","https://openalex.org/W2214209380","https://openalex.org/W1986559875","https://openalex.org/W140873547","https://openalex.org/W2031037632","https://openalex.org/W1982909848","https://openalex.org/W2275717139","https://openalex.org/W4280550346","https://openalex.org/W2069850581","https://openalex.org/W4236202085"],"abstract_inverted_index":{"We":[0,46,86,98,119],"describe":[1,87],"a":[2,61,65,96,107],"discrete":[3],"event":[4],"simulation":[5],"model":[6,14,70,89,103],"of":[7,27,31,42,51,56,83,90,109],"the":[8,24,28,48,52,81],"national":[9],"liver":[10],"allocation":[11,44],"system.":[12],"This":[13],"differs":[15],"from":[16],"previous":[17],"modeling":[18],"efforts":[19],"in":[20],"that":[21],"it":[22],"considers":[23],"natural":[25],"history":[26],"disease":[29,66],"independently":[30],"any":[32],"particular":[33],"patient":[34,57,76,91],"priority":[35],"scheme,":[36],"thus":[37],"allowing":[38],"an":[39],"unbiased":[40],"appraisal":[41],"various":[43,72],"schemes.":[45],"provide":[47],"basic":[49],"structure":[50],"model,":[53],"which":[54],"consists":[55],"and":[58,64,80,94,113,123],"organ":[59],"generators,":[60],"survival":[62,92],"module,":[63],"progression":[67],"module.":[68],"The":[69],"provides":[71],"outputs":[73],"such":[74],"as":[75],"survival,":[77],"financial":[78],"cost,":[79],"number":[82],"wasted":[84],"organs.":[85],"our":[88],"with":[93,121],"without":[95],"transplant.":[97],"discuss":[99],"some":[100],"difficulties":[101,116],"estimating":[102],"parameters":[104],"due":[105],"to":[106],"lack":[108],"appropriate":[110],"medical":[111],"data,":[112],"how":[114],"these":[115],"were":[117],"overcome.":[118],"close":[120],"conclusions":[122],"directions":[124],"for":[125],"further":[126],"research.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
