{"id":"https://openalex.org/W2990834835","doi":"https://doi.org/10.3233/shti190547","title":"Named Entity Recognition in Prehospital Trauma Care","display_name":"Named Entity Recognition in Prehospital Trauma Care","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990834835","doi":"https://doi.org/10.3233/shti190547","mag":"2990834835","pmid":"https://pubmed.ncbi.nlm.nih.gov/31438244"},"language":"en","primary_location":{"id":"doi:10.3233/shti190547","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190547","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/shti190547","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052327777","display_name":"Greg Silverman","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silverman Greg M.","raw_affiliation_strings":["Academic Health Center - Information Systems, University of Minnesota, Minneapolis, Minnesota, USA","Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Health Center - Information Systems, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I2800403580","https://openalex.org/I4210144997"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063034397","display_name":"Elizabeth Lindemann","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lindemann Elizabeth A.","raw_affiliation_strings":["Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087858815","display_name":"Geetanjali Rajamani","orcid":"https://orcid.org/0000-0002-1769-4307"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajamani Geetanjali","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011816742","display_name":"Raymond Finzel","orcid":"https://orcid.org/0000-0002-0584-1621"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Finzel Raymond L.","raw_affiliation_strings":["College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015676655","display_name":"Reed McEwan","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]},{"id":"https://openalex.org/I4210144997","display_name":"Minnesota Department of Health","ror":"https://ror.org/04g43x563","country_code":"US","type":"government","lineage":["https://openalex.org/I4210144997"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"McEwan Reed","raw_affiliation_strings":["Academic Health Center - Information Systems, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Health Center - Information Systems, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I2800403580","https://openalex.org/I4210144997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014380137","display_name":"Benjamin C. Knoll","orcid":"https://orcid.org/0000-0002-1836-721X"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Knoll Benjamin C.","raw_affiliation_strings":["Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056292346","display_name":"Serguei Pakhomov","orcid":"https://orcid.org/0000-0001-5048-4929"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pakhomov Serguei","raw_affiliation_strings":["College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025398350","display_name":"Genevieve B. Melton","orcid":"https://orcid.org/0000-0001-5193-1663"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melton Genevieve B.","raw_affiliation_strings":["Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA","Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089323805","display_name":"Christopher J. Tignanelli","orcid":"https://orcid.org/0000-0002-8079-5565"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210130969","display_name":"North Memorial Health Care","ror":"https://ror.org/03acrxj66","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210130969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tignanelli Christopher J.","raw_affiliation_strings":["Department of Surgery, North Memorial Health Hospital, Robbinsdale, Minnesota, USA","Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA","Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, North Memorial Health Hospital, Robbinsdale, Minnesota, USA","institution_ids":["https://openalex.org/I4210130969"]},{"raw_affiliation_string":"Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0974,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94320529,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"264","issue":null,"first_page":"1586","last_page":"1587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9962999820709229,"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":0.983299970626831,"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/computer-science","display_name":"Computer science","score":0.7389252185821533},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.662071168422699},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.653383731842041},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6134523153305054},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.6118184924125671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4916611313819885},{"id":"https://openalex.org/keywords/emergency-medical-services","display_name":"Emergency medical services","score":0.4528346061706543},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.43304839730262756},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3622131943702698},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.2626338601112366},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21747708320617676},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09216344356536865}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389252185821533},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.662071168422699},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.653383731842041},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6134523153305054},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.6118184924125671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4916611313819885},{"id":"https://openalex.org/C545288138","wikidata":"https://www.wikidata.org/wiki/Q860447","display_name":"Emergency medical services","level":2,"score":0.4528346061706543},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.43304839730262756},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3622131943702698},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.2626338601112366},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21747708320617676},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09216344356536865},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D004632","descriptor_name":"Emergency Medical Services","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004632","descriptor_name":"Emergency Medical Services","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004632","descriptor_name":"Emergency Medical Services","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti190547","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190547","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:31438244","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31438244","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:7360018","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7360018","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Stud Health Technol Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3233/shti190547","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti190547","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","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G235943272","display_name":null,"funder_award_id":"(UL1-TR002494)","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G287445649","display_name":null,"funder_award_id":"#U01TR002062","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G8128981554","display_name":"DISCOVERY AND VISUALIZATION OF NEW INFORMATION FROM CLINICAL REPORTS IN THE EHR","funder_award_id":"R01HS022085","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"},{"id":"https://openalex.org/G829367134","display_name":null,"funder_award_id":"R01HS024532","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"},{"id":"https://openalex.org/G994539347","display_name":null,"funder_award_id":"R01 GM 120079","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2168301550","https://openalex.org/W2509406088"],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W2012262991","https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W2373794620","https://openalex.org/W4300973204","https://openalex.org/W3045811229","https://openalex.org/W2060629350","https://openalex.org/W2357294589","https://openalex.org/W2386861027"],"abstract_inverted_index":{"Natural":[0],"language":[1],"processing":[2],"(NLP)":[3],"methods":[4],"would":[5],"improve":[6],"outcomes":[7],"in":[8],"the":[9,41],"area":[10],"of":[11,29,45],"prehospital":[12],"Emergency":[13],"Medical":[14],"Services":[15],"(EMS)":[16],"data":[17,32],"collection":[18],"and":[19,51],"abstraction.":[20],"This":[21],"study":[22],"evaluated":[23],"off-the-shelf":[24],"solutions":[25],"for":[26,39],"automating":[27],"labelling":[28],"clinically":[30],"relevant":[31],"from":[33],"EMS":[34],"reports.":[35],"A":[36],"qualitative":[37],"approach":[38],"choosing":[40],"best":[42],"possible":[43],"ensemble":[44,65],"pretrained":[46],"NLP":[47],"systems":[48],"was":[49],"developed":[50],"validated":[52],"along":[53],"with":[54],"a":[55],"feature":[56],"using":[57],"word":[58],"embeddings":[59],"to":[60],"test":[61],"phrase":[62],"synonymy.":[63],"The":[64],"showed":[66],"increased":[67],"performance":[68],"over":[69],"individual":[70],"systems.":[71]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
