{"id":"https://openalex.org/W4317792382","doi":"https://doi.org/10.1109/wsc57314.2022.10015441","title":"Utilizing Simulation to Update Routine Diabetic Retinopathy Screening Policies","display_name":"Utilizing Simulation to Update Routine Diabetic Retinopathy Screening Policies","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317792382","doi":"https://doi.org/10.1109/wsc57314.2022.10015441"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015441","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","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/A5022307863","display_name":"Poria Dorali","orcid":"https://orcid.org/0000-0003-1736-1008"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Poria Dorali","raw_affiliation_strings":["University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079182717","display_name":"Rosangel Limongi","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosangel Limongi","raw_affiliation_strings":["University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019138689","display_name":"Fariha Kabir Torsha","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fariha Kabir Torsha","raw_affiliation_strings":["University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Industrial Engineering,Houston,TX,USA,77204","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071809610","display_name":"Christina Y. Weng","orcid":"https://orcid.org/0000-0003-3135-1922"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Y. Weng","raw_affiliation_strings":["Baylor College of Medicine,Department of Ophthalmology,Houston,TX,USA,77030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine,Department of Ophthalmology,Houston,TX,USA,77030","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101599622","display_name":"Taewoo Lee","orcid":"https://orcid.org/0000-0003-1720-2672"},"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":"Taewoo Lee","raw_affiliation_strings":["University of Pittsburgh,Department of Industrial Engineering,Pittsburgh,PA,USA,15261"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pittsburgh,Department of Industrial Engineering,Pittsburgh,PA,USA,15261","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4438,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89805825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":null,"first_page":"1128","last_page":"1139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9793000221252441,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6536988019943237},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.625649631023407},{"id":"https://openalex.org/keywords/guideline","display_name":"Guideline","score":0.6185876131057739},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5856492519378662},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.538422703742981},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45523977279663086},{"id":"https://openalex.org/keywords/health-screening","display_name":"Health screening","score":0.4414590001106262},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.42156532406806946},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.3461759686470032},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.32423144578933716},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.3132430911064148},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18490704894065857},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.1338675618171692},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11010175943374634}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6536988019943237},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.625649631023407},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.6185876131057739},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5856492519378662},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.538422703742981},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45523977279663086},{"id":"https://openalex.org/C2994495694","wikidata":"https://www.wikidata.org/wiki/Q1163564","display_name":"Health screening","level":2,"score":0.4414590001106262},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.42156532406806946},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3461759686470032},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.32423144578933716},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.3132430911064148},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18490704894065857},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.1338675618171692},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11010175943374634},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015441","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1630420784","display_name":null,"funder_award_id":"lW1CMS331751-01-00","funder_id":"https://openalex.org/F4320306085","funder_display_name":"U.S. Department of Health and Human Services"}],"funders":[{"id":"https://openalex.org/F4320306085","display_name":"U.S. Department of Health and Human Services","ror":"https://ror.org/033jnv181"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1521135953","https://openalex.org/W1981298860","https://openalex.org/W1986954767","https://openalex.org/W2012564902","https://openalex.org/W2016229941","https://openalex.org/W2044042707","https://openalex.org/W2048082482","https://openalex.org/W2050378179","https://openalex.org/W2055964517","https://openalex.org/W2061918877","https://openalex.org/W2063341941","https://openalex.org/W2079912239","https://openalex.org/W2097858284","https://openalex.org/W2116049533","https://openalex.org/W2139979308","https://openalex.org/W2157058018","https://openalex.org/W2158699791","https://openalex.org/W2164654252","https://openalex.org/W2169975204","https://openalex.org/W2185303328","https://openalex.org/W2198862892","https://openalex.org/W2337454357","https://openalex.org/W2519603001","https://openalex.org/W2590312224","https://openalex.org/W2599616625","https://openalex.org/W2738799824","https://openalex.org/W2761071399","https://openalex.org/W2765650462","https://openalex.org/W2790996183","https://openalex.org/W2906436629","https://openalex.org/W2950831597","https://openalex.org/W2976376778","https://openalex.org/W3018745210","https://openalex.org/W3097024488","https://openalex.org/W3121198906","https://openalex.org/W3143727459","https://openalex.org/W3181917324","https://openalex.org/W4212790134","https://openalex.org/W6754371205","https://openalex.org/W6798351455"],"related_works":["https://openalex.org/W4237698013","https://openalex.org/W4249730947","https://openalex.org/W2401657978","https://openalex.org/W4220767796","https://openalex.org/W2042797887","https://openalex.org/W3046286921","https://openalex.org/W4388065772","https://openalex.org/W2184730658","https://openalex.org/W2005103005","https://openalex.org/W114689906"],"abstract_inverted_index":{"Diabetic":[0],"retinopathy":[1],"(DR)":[2],"is":[3],"the":[4,29,83,106,134],"leading":[5],"cause":[6],"of":[7,24,95,108,137],"blindness":[8],"for":[9,45,60,127],"working-age":[10],"US":[11],"adults.":[12],"While":[13],"comprehensive":[14],"screening":[15,32,43,59,98,116,119,126,143],"examinations":[16],"detect":[17],"most":[18],"early-stage":[19],"DR":[20],"cases,":[21],"only":[22],"50-60%":[23],"diabetic":[25],"patients":[26,46,128],"adhere":[27],"to":[28,70,104],"current":[30],"annual":[31],"guidelines.":[33],"Recently,":[34],"teleretinal":[35],"imaging":[36],"(TRI)":[37],"has":[38],"emerged":[39],"as":[40],"an":[41],"accessible":[42],"tool":[44],"with":[47,129],"limited":[48,130],"access.":[49],"However,":[50],"there":[51],"exists":[52],"no":[53],"well-established":[54],"guideline":[55],"that":[56],"incorporates":[57],"TRI-based":[58,97,125],"such":[61],"patients.":[62],"We":[63,100],"develop":[64],"a":[65,72],"Monte":[66],"Carlo":[67],"simulation":[68],"model":[69],"replicate":[71],"safety-net":[73],"system":[74],"patient":[75],"population":[76],"using":[77],"electronic":[78],"medical":[79],"record":[80],"data":[81],"from":[82],"Harris":[84],"Health":[85],"System":[86],"(Houston,":[87],"TX)":[88],"and":[89,92,115,132],"examine":[90],"cost":[91],"health":[93],"benefits":[94],"various":[96],"policies.":[99,144],"conduct":[101],"sensitivity":[102],"analysis":[103],"study":[105],"impact":[107],"patient-specific":[109,138],"factors":[110,139],"including":[111],"age,":[112],"A1C":[113],"level,":[114],"adherence":[117],"on":[118],"policy":[120],"performance.":[121],"Our":[122],"findings":[123],"support":[124],"access":[131],"highlight":[133],"significant":[135],"role":[136],"in":[140],"determining":[141],"cohort-level":[142]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}