{"id":"https://openalex.org/W2990046900","doi":"https://doi.org/10.3233/shti190820","title":"Using openEHR Archetypes for Automated Extraction of Numerical Information from Clinical Narratives","display_name":"Using openEHR Archetypes for Automated Extraction of Numerical Information from Clinical Narratives","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990046900","doi":"https://doi.org/10.3233/shti190820","mag":"2990046900","pmid":"https://pubmed.ncbi.nlm.nih.gov/31483268"},"language":"en","primary_location":{"id":"doi:10.3233/shti190820","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190820","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":"article","indexed_in":["crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti190820","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052746802","display_name":"Maximilian Zubke","orcid":null},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I4210164098","display_name":"Hannover Re (Germany)","ror":"https://ror.org/05qc7pm63","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210164098"]},{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Zubke Maximilian","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany","University of Applied Sciences Hannover, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795","https://openalex.org/I94509681"]},{"raw_affiliation_string":"University of Applied Sciences Hannover, Hannover, Germany","institution_ids":["https://openalex.org/I4210164098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042665334","display_name":"Oliver J. Bott","orcid":"https://orcid.org/0000-0002-8823-5247"},"institutions":[{"id":"https://openalex.org/I4210164098","display_name":"Hannover Re (Germany)","ror":"https://ror.org/05qc7pm63","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210164098"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bott Oliver J.","raw_affiliation_strings":["University of Applied Sciences Hannover, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Hannover, Hannover, Germany","institution_ids":["https://openalex.org/I4210164098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024392920","display_name":"Michael Marschollek","orcid":"https://orcid.org/0000-0002-5921-3073"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marschollek Michael","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795","https://openalex.org/I94509681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052746802"],"corresponding_institution_ids":["https://openalex.org/I34809795","https://openalex.org/I4210164098","https://openalex.org/I94509681"],"apc_list":null,"apc_paid":null,"fwci":0.6483,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72869917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"267","issue":null,"first_page":"156","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.989799976348877,"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":0.989799976348877,"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":0.9569000005722046,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9394000172615051,"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/computer-science","display_name":"Computer science","score":0.8139126300811768},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.6402368545532227},{"id":"https://openalex.org/keywords/semantic-interoperability","display_name":"Semantic interoperability","score":0.5450518131256104},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5382705926895142},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5179880857467651},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5041247606277466},{"id":"https://openalex.org/keywords/archetype","display_name":"Archetype","score":0.4809536337852478},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4109959006309509},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4107828140258789},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3645590543746948},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34499603509902954},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31380343437194824},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29459136724472046},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18756231665611267},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.16113066673278809}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139126300811768},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.6402368545532227},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.5450518131256104},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5382705926895142},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5179880857467651},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5041247606277466},{"id":"https://openalex.org/C49848784","wikidata":"https://www.wikidata.org/wiki/Q131714","display_name":"Archetype","level":2,"score":0.4809536337852478},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4109959006309509},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4107828140258789},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3645590543746948},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34499603509902954},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31380343437194824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29459136724472046},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18756231665611267},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.16113066673278809},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033262","descriptor_name":"Narration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033262","descriptor_name":"Narration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033262","descriptor_name":"Narration","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":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health 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":false}],"locations_count":4,"locations":[{"id":"doi:10.3233/shti190820","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190820","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:31483268","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31483268","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":null},{"id":"pmh:oai:serwiss.opus4:1633","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bsz:960-opus4-16336","pdf_url":"https://serwiss.bib.hs-hannover.de/frontdoor/index/index/docId/1633","source":{"id":"https://openalex.org/S4306400852","display_name":"SerWisS (University of Applied Sciences and Arts Hannover)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I140025399","host_organization_name":"Hochschule Hannover","host_organization_lineage":["https://openalex.org/I140025399"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:bookPart"},{"id":"doi:10.25968/opus-1633","is_oa":true,"landing_page_url":"https://doi.org/10.25968/opus-1633","pdf_url":null,"source":{"id":"https://openalex.org/S7407052879","display_name":"Bibliotheksservice-Zentrum Baden-Wuerttemberg (BSZ)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"chapter"}],"best_oa_location":{"id":"doi:10.3233/shti190820","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190820","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":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6531571712","display_name":null,"funder_award_id":"01ZZ1802C","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386953431","https://openalex.org/W2355850745","https://openalex.org/W2109385585","https://openalex.org/W2157800466","https://openalex.org/W2388051831","https://openalex.org/W4292980915","https://openalex.org/W2531681040","https://openalex.org/W2908350895","https://openalex.org/W1983403677","https://openalex.org/W2735460997"],"abstract_inverted_index":{"Up":[0],"to":[1,67,83,106,117,146],"80%":[2],"of":[3,45,49,56,73,121],"medical":[4,59],"information":[5,26,64,74,92,110],"is":[6,21],"documented":[7,109],"by":[8,125,142],"unstructured":[9,23,108,151],"data":[10,20],"such":[11],"as":[12,33,35],"clinical":[13,63,88,122],"reports":[14],"written":[15],"in":[16,153],"natural":[17],"language.":[18,157],"Such":[19],"called":[22],"because":[24],"the":[25,43,77,119,129,144],"it":[27],"contains":[28],"cannot":[29],"be":[30],"retrieved":[31],"automatically":[32],"straightforward":[34],"from":[36,150],"structured":[37],"data.":[38],"However,":[39],"we":[40,102,115],"assume":[41],"that":[42,62],"use":[44],"this":[46,71],"flexible":[47],"kind":[48],"documentation":[50],"will":[51],"remain":[52],"a":[53,57],"substantial":[54],"part":[55],"patient's":[58],"record,":[60],"so":[61],"systems":[65,90],"have":[66,138],"deal":[68],"appropriately":[69],"with":[70],"type":[72],"description.":[75],"On":[76],"other":[78],"hand,":[79],"there":[80],"are":[81],"efforts":[82],"achieve":[84],"semantic":[85],"interoperability":[86],"between":[87,131],"application":[89],"through":[91],"modelling":[93],"concepts":[94],"like":[95],"HL7":[96],"FHIR":[97],"or":[98],"openEHR.":[99],"Considering":[100],"this,":[101],"propose":[103],"an":[104],"approach":[105],"transform":[107],"into":[111],"openEHR":[112,132,148],"archetypes.":[113],"Furthermore,":[114],"aim":[116],"support":[118],"field":[120],"text":[123],"mining":[124],"recognizing":[126],"and":[127,134,155],"publishing":[128],"connections":[130],"archetypes":[133,149],"heterogeneous":[135],"phrasings.":[136],"We":[137],"evaluated":[139],"our":[140],"method":[141],"extracting":[143],"values":[145],"three":[147],"documents":[152],"English":[154],"German":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}