{"id":"https://openalex.org/W3093808220","doi":"https://doi.org/10.3233/shti200634","title":"Category of Allergy Identification from Free-Text Medical Records for Data Interoperability","display_name":"Category of Allergy Identification from Free-Text Medical Records for Data Interoperability","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3093808220","doi":"https://doi.org/10.3233/shti200634","mag":"3093808220","pmid":"https://pubmed.ncbi.nlm.nih.gov/33087608"},"language":"en","primary_location":{"id":"doi:10.3233/shti200634","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200634","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti200634","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112749672","display_name":"Iuliia Lenivtceva","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Lenivtceva Iuliia","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040446484","display_name":"Mariya Kashina","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Kashina Mariya","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013024367","display_name":"Georgy Kopanitsa","orcid":"https://orcid.org/0000-0002-6231-8036"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Kopanitsa Georgy","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.7637,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74770685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"273","issue":null,"first_page":"170","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.7461000084877014,"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":0.7461000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.7565699815750122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6959331035614014},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6898108720779419},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6794894933700562},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5593346953392029},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5077253580093384},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5015451908111572},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.4264965355396271},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36677733063697815},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3245846629142761},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.255004346370697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23758333921432495},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.22408977150917053},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22324475646018982},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09151604771614075}],"concepts":[{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.7565699815750122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6959331035614014},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6898108720779419},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6794894933700562},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5593346953392029},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5077253580093384},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5015451908111572},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.4264965355396271},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36677733063697815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3245846629142761},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.255004346370697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23758333921432495},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.22408977150917053},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22324475646018982},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09151604771614075},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006967","descriptor_name":"Hypersensitivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006967","descriptor_name":"Hypersensitivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006967","descriptor_name":"Hypersensitivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti200634","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200634","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:33087608","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33087608","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3233/shti200634","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200634","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378767206","https://openalex.org/W1540871478","https://openalex.org/W328308450","https://openalex.org/W282641168","https://openalex.org/W2376963063","https://openalex.org/W2066396794","https://openalex.org/W2366734808","https://openalex.org/W2391444248","https://openalex.org/W2390716080","https://openalex.org/W2355065378"],"abstract_inverted_index":{"The":[0,82,87],"use":[1,95],"of":[2,11,19,40,89,96],"different":[3],"data":[4,21,97],"formats":[5],"complicates":[6],"the":[7,38,62,65,75],"standardization":[8],"and":[9,73,98],"exchange":[10],"valuable":[12],"medical":[13,20,26],"data.":[14],"Moreover,":[15],"a":[16],"big":[17],"part":[18],"is":[22],"stored":[23],"as":[24],"unstructured":[25,41],"records":[27,68],"that":[28],"are":[29],"complicated":[30],"to":[31,46],"process.":[32],"In":[33],"this":[34,90],"work":[35],"we":[36],"solve":[37],"task":[39],"allergy":[42],"anamnesis":[43],"categorization":[44],"according":[45],"categories":[47],"provided":[48],"by":[49],"FHIR.":[50],"We":[51],"applied":[52],"two":[53],"stage":[54,64,77],"classification":[55],"model":[56,66,83],"with":[57,69],"manually":[58],"labeled":[59],"records.":[60],"On":[61],"first":[63],"filters":[67],"information":[70],"about":[71],"allergies":[72],"on":[74],"second":[76],"it":[78],"categorizes":[79],"each":[80],"record.":[81],"showed":[84],"high":[85],"performance.":[86],"development":[88],"approach":[91],"will":[92],"ensure":[93],"secondary":[94],"interoperability.":[99]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}