{"id":"https://openalex.org/W3005000629","doi":"https://doi.org/10.1109/bibm47256.2019.8983193","title":"A Machine Learning Approach for Quality Assurance of SNOMED CT","display_name":"A Machine Learning Approach for Quality Assurance of SNOMED CT","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3005000629","doi":"https://doi.org/10.1109/bibm47256.2019.8983193","mag":"3005000629"},"language":"en","primary_location":{"id":"doi:10.1109/bibm47256.2019.8983193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5103063911","display_name":"Ankur Agrawal","orcid":"https://orcid.org/0000-0002-4389-5911"},"institutions":[{"id":"https://openalex.org/I55707380","display_name":"Manhattan College","ror":"https://ror.org/02xhnzg94","country_code":"US","type":"education","lineage":["https://openalex.org/I55707380"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ankur Agrawal","raw_affiliation_strings":["Manhattan College,Department of Computer Science,NY,USA","Department of Computer Science, Manhattan College, NY, USA"],"affiliations":[{"raw_affiliation_string":"Manhattan College,Department of Computer Science,NY,USA","institution_ids":["https://openalex.org/I55707380"]},{"raw_affiliation_string":"Department of Computer Science, Manhattan College, NY, USA","institution_ids":["https://openalex.org/I55707380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045316797","display_name":"Kashifuddin Qazi","orcid":"https://orcid.org/0000-0002-3423-2657"},"institutions":[{"id":"https://openalex.org/I55707380","display_name":"Manhattan College","ror":"https://ror.org/02xhnzg94","country_code":"US","type":"education","lineage":["https://openalex.org/I55707380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kashifuddin Qazi","raw_affiliation_strings":["Manhattan College,Department of Computer Science,NY,USA","Department of Computer Science, Manhattan College, NY, USA"],"affiliations":[{"raw_affiliation_string":"Manhattan College,Department of Computer Science,NY,USA","institution_ids":["https://openalex.org/I55707380"]},{"raw_affiliation_string":"Department of Computer Science, Manhattan College, NY, USA","institution_ids":["https://openalex.org/I55707380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103063911"],"corresponding_institution_ids":["https://openalex.org/I55707380"],"apc_list":null,"apc_paid":null,"fwci":0.2557,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57148922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"792","last_page":"798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9908000230789185,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.9382029175758362},{"id":"https://openalex.org/keywords/health-information-exchange","display_name":"Health information exchange","score":0.6897755861282349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5756630301475525},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5522685050964355},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.5517730116844177},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.545329213142395},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5431737899780273},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4736272692680359},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45218390226364136},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.45041486620903015},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4454894959926605},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39702802896499634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39350268244743347},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24470359086990356},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18681776523590088},{"id":"https://openalex.org/keywords/health-information","display_name":"Health information","score":0.15042716264724731},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12180230021476746}],"concepts":[{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.9382029175758362},{"id":"https://openalex.org/C2778759051","wikidata":"https://www.wikidata.org/wiki/Q5691085","display_name":"Health information exchange","level":4,"score":0.6897755861282349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756630301475525},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5522685050964355},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.5517730116844177},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.545329213142395},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5431737899780273},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4736272692680359},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45218390226364136},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.45041486620903015},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4454894959926605},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39702802896499634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39350268244743347},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24470359086990356},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18681776523590088},{"id":"https://openalex.org/C2982795734","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health information","level":3,"score":0.15042716264724731},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12180230021476746},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm47256.2019.8983193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm47256.2019.8983193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":17,"referenced_works":["https://openalex.org/W2818969","https://openalex.org/W46109541","https://openalex.org/W100560853","https://openalex.org/W1496540677","https://openalex.org/W1598707686","https://openalex.org/W1964298951","https://openalex.org/W2125029697","https://openalex.org/W2161778764","https://openalex.org/W2162684758","https://openalex.org/W2401811235","https://openalex.org/W2506562338","https://openalex.org/W2527896214","https://openalex.org/W2591123247","https://openalex.org/W6600125302","https://openalex.org/W6635906197","https://openalex.org/W6683851148","https://openalex.org/W6728098186"],"related_works":["https://openalex.org/W2039735462","https://openalex.org/W4226054113","https://openalex.org/W2942211944","https://openalex.org/W3175890237","https://openalex.org/W2029176015","https://openalex.org/W2904129898","https://openalex.org/W2004643146","https://openalex.org/W2341058675","https://openalex.org/W2032445269","https://openalex.org/W2605266677"],"abstract_inverted_index":{"Interoperability":[0],"of":[1,22,31,68,79,103,122],"health":[2],"information":[3,81],"has":[4],"been":[5],"declared":[6],"as":[7],"a":[8,57,62,128,133],"national":[9],"objective":[10],"to":[11,41,48,118,148],"be":[12,116,146,162],"achieved":[13],"using":[14,46,132],"Electronic":[15],"Health":[16],"Records":[17],"(EHRs).":[18],"The":[19,137],"HITECH":[20],"Act":[21],"2009":[23],"in":[24,51,75,152],"the":[25,29,65,94,101,120,156],"US":[26],"helped":[27],"facilitate":[28],"adoption":[30,102],"EHRs":[32,47,104],"by":[33],"authorizing":[34],"incentive":[35],"payments":[36],"through":[37],"Medicare":[38],"and":[39,43,61,82,107],"Medicaid":[40],"hospitals":[42,106],"clinicians":[44],"for":[45,64],"achieve":[49],"improvements":[50],"health-care":[52],"delivery.":[53],"SNOMED":[54,90,123,153],"CT,":[55],"being":[56],"global":[58],"standardized":[59],"terminology":[60],"requirement":[63],"meaningful":[66],"use":[67],"EHRs,":[69],"will":[70],"play":[71],"an":[72],"integral":[73],"role":[74],"achieving":[76],"widespread":[77],"exchange":[78],"clinical":[80],"decision":[83],"support":[84],"tools.":[85],"However,":[86],"quality":[87,121],"issues":[88],"with":[89,100],"CT":[91,154],"may":[92],"hinder":[93],"progress":[95],"that":[96,113,140],"we":[97],"have":[98],"seen":[99],"at":[105],"clinics.":[108],"Therefore,":[109],"it":[110],"becomes":[111],"essential":[112],"efficient":[114],"methods":[115,143],"formulated":[117],"assure":[119],"CT.":[124],"This":[125],"study":[126],"presents":[127],"machine":[129],"learning":[130],"approach":[131],"context-based,":[134],"lexical":[135],"method.":[136],"results":[138],"show":[139],"such":[141],"computational":[142],"can":[144],"effectively":[145],"used":[147],"identify":[149],"problematic":[150],"areas":[151],"where":[155],"limited":[157],"auditing":[158],"resources":[159],"could":[160],"then":[161],"allocated.":[163]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
