{"id":"https://openalex.org/W4281792377","doi":"https://doi.org/10.3233/shti220108","title":"SHACL-Based Report Quality Evaluation for Health IT-Induced Medication Errors","display_name":"SHACL-Based Report Quality Evaluation for Health IT-Induced Medication Errors","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281792377","doi":"https://doi.org/10.3233/shti220108","pmid":"https://pubmed.ncbi.nlm.nih.gov/35673047"},"language":"en","primary_location":{"id":"doi:10.3233/shti220108","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220108","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220108","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","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220108","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050065000","display_name":"Daniel Keuchel","orcid":null},"institutions":[{"id":"https://openalex.org/I159743108","display_name":"Dortmund University of Applied Sciences and Arts","ror":"https://ror.org/03dv91853","country_code":"DE","type":"education","lineage":["https://openalex.org/I159743108"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Keuchel","raw_affiliation_strings":["Department of Computer Science, University of Applied Sciences and Arts Dortmund, Dortmund, North Rhine-Westphalia, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Applied Sciences and Arts Dortmund, Dortmund, North Rhine-Westphalia, Germany","institution_ids":["https://openalex.org/I159743108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049149990","display_name":"Nicolai Spicher","orcid":"https://orcid.org/0000-0002-2879-9948"},"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":"Nicolai Spicher","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany"],"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany","institution_ids":["https://openalex.org/I94509681","https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648236","display_name":"Ju Wang","orcid":null},"institutions":[{"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"]},{"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ju Wang","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany"],"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany","institution_ids":["https://openalex.org/I94509681","https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090811483","display_name":"Michael V\u00f6lcker","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/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":"Michael V\u00f6lcker","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany"],"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany","institution_ids":["https://openalex.org/I94509681","https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026991814","display_name":"Yang Gong","orcid":"https://orcid.org/0000-0002-0864-8368"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Gong","raw_affiliation_strings":["School of Biomedical Informatics, University of Texas Health Science Center, Houston, Texas, United States"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center, Houston, Texas, United States","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020402349","display_name":"Thomas M. Deserno","orcid":"https://orcid.org/0000-0003-3492-4407"},"institutions":[{"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"]},{"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas M. Deserno","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany"],"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Braunschweig, Lower Saxony, Germany","institution_ids":["https://openalex.org/I94509681","https://openalex.org/I34809795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050065000"],"corresponding_institution_ids":["https://openalex.org/I159743108"],"apc_list":null,"apc_paid":null,"fwci":1.2988,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79768786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"290","issue":null,"first_page":"414","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9498999714851379,"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/leverage","display_name":"Leverage (statistics)","score":0.7821884155273438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7599954605102539},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6022623777389526},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5490716099739075},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5453940033912659},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.541878342628479},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4749619662761688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45260870456695557},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45004802942276},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34239330887794495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24591371417045593},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17639583349227905}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7821884155273438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7599954605102539},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6022623777389526},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5490716099739075},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5453940033912659},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.541878342628479},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4749619662761688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45260870456695557},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45004802942276},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34239330887794495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24591371417045593},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17639583349227905},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058028","descriptor_name":"Research Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058028","descriptor_name":"Research Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058028","descriptor_name":"Research Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220108","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220108","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220108","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:35673047","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35673047","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}],"best_oa_location":{"id":"doi:10.3233/shti220108","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220108","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220108","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":[],"awards":[{"id":"https://openalex.org/G1517216469","display_name":null,"funder_award_id":"ZN3491","funder_id":"https://openalex.org/F4320313139","funder_display_name":"Nieders\u00e4chsische Ministerium f\u00fcr Wissenschaft und Kultur"},{"id":"https://openalex.org/G3234139802","display_name":null,"funder_award_id":"ZN3491","funder_id":"https://openalex.org/F4320320882","funder_display_name":"Volkswagen Foundation"},{"id":"https://openalex.org/G5853222219","display_name":null,"funder_award_id":"Vorab","funder_id":"https://openalex.org/F4320320882","funder_display_name":"Volkswagen Foundation"},{"id":"https://openalex.org/G6793133570","display_name":null,"funder_award_id":"Vorab","funder_id":"https://openalex.org/F4320313139","funder_display_name":"Nieders\u00e4chsische Ministerium f\u00fcr Wissenschaft und Kultur"}],"funders":[{"id":"https://openalex.org/F4320313139","display_name":"Nieders\u00e4chsische Ministerium f\u00fcr Wissenschaft und Kultur","ror":"https://ror.org/0116z8r77"},{"id":"https://openalex.org/F4320320882","display_name":"Volkswagen Foundation","ror":"https://ror.org/03bsmfz84"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281792377.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W186914685","https://openalex.org/W1906669697","https://openalex.org/W2033121310","https://openalex.org/W2047805825","https://openalex.org/W2068569336","https://openalex.org/W2103120311","https://openalex.org/W2107809009","https://openalex.org/W2110034024","https://openalex.org/W2158614279","https://openalex.org/W2623926437","https://openalex.org/W2910261325","https://openalex.org/W2911825937","https://openalex.org/W2922387261","https://openalex.org/W2942298612","https://openalex.org/W3165241404","https://openalex.org/W4241685754","https://openalex.org/W6675593440"],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W2378862226","https://openalex.org/W118236634","https://openalex.org/W2355326633","https://openalex.org/W2804669904","https://openalex.org/W2149777447","https://openalex.org/W2347456287","https://openalex.org/W2121651557","https://openalex.org/W2787993192","https://openalex.org/W2782969047"],"abstract_inverted_index":{"Patient":[0],"safety":[1],"event":[2],"(PSE)":[3],"reports":[4,37,66,81,125],"are":[5],"an":[6,33,62],"important":[7],"source":[8],"of":[9,36,47,104,109,119],"information":[10,122],"for":[11,96,134],"analyzing":[12],"risks":[13],"in":[14],"healthcare":[15],"processes.":[16],"However,":[17],"the":[18,55,83,102],"reports'":[19],"quality":[20,39,94,135],"is":[21],"often":[22],"low":[23],"due":[24],"to":[25,82,91,132],"missing":[26],"or":[27],"imprecise":[28],"information.":[29],"We":[30,60],"work":[31],"towards":[32],"automatic":[34],"analysis":[35],"and":[38,67,77,129],"evaluation.":[40,136],"To":[41],"leverage":[42],"a":[43,69,93,107,117],"suitable":[44],"data":[45],"representation":[46,90,108],"health":[48,110],"IT-induced":[49,111],"medication":[50,112],"error":[51,113],"reports,":[52,114],"we":[53,87],"apply":[54],"Shapes":[56],"Constraint":[57],"Language":[58],"(SHACL).":[59],"define":[61],"ontology":[63],"representing":[64],"these":[65],"construct":[68],"corresponding":[70],"SHACL":[71,84,105,133],"graph.":[72],"Three":[73],"authors":[74],"manually":[75],"annotate":[76],"transform":[78,130],"20":[79],"textual":[80],"representation.":[85],"Furthermore,":[86],"use":[88],"this":[89],"compute":[92],"score":[95],"each":[97],"report.":[98],"The":[99],"results":[100],"indicate":[101],"suitability":[103],"as":[106],"which":[115],"paves":[116],"path":[118],"automatically":[120],"extracting":[121],"from":[123],"PSE":[124],"using":[126],"text":[127],"mining":[128],"them":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
