{"id":"https://openalex.org/W4410738012","doi":"https://doi.org/10.1109/access.2025.3573931","title":"Real-Time Tracking of Diagnostic Discrepancies in Electronic Health Records for Improved Predictive Modeling","display_name":"Real-Time Tracking of Diagnostic Discrepancies in Electronic Health Records for Improved Predictive Modeling","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410738012","doi":"https://doi.org/10.1109/access.2025.3573931"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3573931","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3573931","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3573931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095853277","display_name":"Elizabeth Trader","orcid":"https://orcid.org/0000-0003-4344-1837"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth A. Trader","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","Department of Electrical and Computer Engineering, University of Central Florida, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4344-1837","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102810707","display_name":"Varadraj P. Gurupur","orcid":"https://orcid.org/0000-0003-1596-9298"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]},{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varadraj P. Gurupur","raw_affiliation_strings":["Center for Decision Support Systems and Informatics, University of Central Florida, Orlando, FL, USA","Center for Decision Support Systems and Informatics, University of Central Florida, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-1596-9298","affiliations":[{"raw_affiliation_string":"Center for Decision Support Systems and Informatics, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Center for Decision Support Systems and Informatics, University of Central Florida, FL, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7588,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86614664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"101841","last_page":"101851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9276999831199646,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9276999831199646,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.6382385492324829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5782739520072937},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.5735986232757568},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5658069849014282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35609233379364014},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.12941980361938477},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07110416889190674}],"concepts":[{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6382385492324829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5782739520072937},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5735986232757568},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5658069849014282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35609233379364014},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.12941980361938477},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07110416889190674},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3573931","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3573931","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e71e23328d84578a15f7d04e46122dc","is_oa":true,"landing_page_url":"https://doaj.org/article/2e71e23328d84578a15f7d04e46122dc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 101841-101851 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3573931","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3573931","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3131321210","display_name":null,"funder_award_id":"GR106177","funder_id":"https://openalex.org/F4320310161","funder_display_name":"University of Central Florida"}],"funders":[{"id":"https://openalex.org/F4320310161","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1976559240","https://openalex.org/W2011741757","https://openalex.org/W2024961803","https://openalex.org/W2142997511","https://openalex.org/W2302501749","https://openalex.org/W2617187239","https://openalex.org/W2939728119","https://openalex.org/W2988998130","https://openalex.org/W2998230683","https://openalex.org/W3040579653","https://openalex.org/W3194551424","https://openalex.org/W4205307972","https://openalex.org/W4205872744","https://openalex.org/W4207022964","https://openalex.org/W4211101039","https://openalex.org/W4233515516","https://openalex.org/W4289528791","https://openalex.org/W4297369397","https://openalex.org/W4311542542","https://openalex.org/W4318240971","https://openalex.org/W4377096557","https://openalex.org/W4395070274"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W2909369938","https://openalex.org/W4392490004","https://openalex.org/W1641026212","https://openalex.org/W4402738807","https://openalex.org/W4410420109","https://openalex.org/W2911982698","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2087134418"],"abstract_inverted_index":{"Diagnostic":[0],"discrepancies,":[1],"a":[2,21,43,101,129],"persistent":[3],"threat":[4],"in":[5,95,144],"healthcare,":[6],"compromise":[7],"patient":[8,114,136],"outcomes":[9],"and":[10,31,33,56,66,74,99,109,138,161],"hinder":[11],"effective":[12,133],"treatment.":[13],"Despite":[14],"their":[15],"prevalence,":[16],"addressing":[17,117],"diagnostic":[18,92,123],"discrepancies":[19],"remains":[20],"complex":[22],"challenge":[23],"due":[24],"to":[25,51,81],"the":[26,88,118,126,153],"limitations":[27],"of":[28,38,91,121,141,149],"traditional":[29],"methods":[30],"fragmented":[32],"inaccessible":[34],"data.":[35],"The":[36,146],"emergence":[37],"machine":[39,142],"learning":[40,143],"(ML)":[41],"offers":[42],"promising":[44],"solution":[45],"by":[46],"analyzing":[47],"vast":[48],"medical":[49],"datasets":[50],"detect":[52],"subtle":[53],"disease":[54],"signatures":[55],"improve":[57],"treatment":[58],"personalization":[59],"with":[60],"unparalleled":[61],"precision.":[62],"However,":[63],"data":[64,103,111,159,163],"quality":[65],"availability":[67],"remain":[68],"significant":[69],"barriers,":[70],"as":[71],"incompleteness,":[72],"inconsistencies,":[73],"biases":[75],"can":[76],"distort":[77],"ML":[78],"models,":[79],"leading":[80],"potentially":[82],"harmful":[83],"misinterpretations.":[84],"This":[85],"paper":[86,151],"highlights":[87],"critical":[89],"role":[90],"discrepancy":[93,124],"statistics":[94],"overcoming":[96],"these":[97],"challenges":[98],"proposes":[100],"standardized":[102],"schema":[104,127],"that":[105,155],"ensures":[106],"interoperable,":[107],"real-time,":[108],"historical":[110],"without":[112],"compromising":[113],"privacy.":[115],"By":[116],"current":[119],"lack":[120],"accessible":[122],"data,":[125],"lays":[128],"foundation":[130],"for":[131,157],"more":[132],"analysis,":[134],"better":[135],"outcomes,":[137],"improved":[139,162],"use":[140],"healthcare.":[145],"key":[147],"contribution":[148],"this":[150],"is":[152],"framework":[154],"allows":[156],"increased":[158],"transparency":[160],"quality.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
