{"id":"https://openalex.org/W2514567026","doi":"https://doi.org/10.3233/978-1-61499-678-1-394","title":"Medical Classification and Terminology Systems in a Secondary Use Context: Challenges and Perils","display_name":"Medical Classification and Terminology Systems in a Secondary Use Context: Challenges and Perils","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2514567026","doi":"https://doi.org/10.3233/978-1-61499-678-1-394","mag":"2514567026","pmid":"https://pubmed.ncbi.nlm.nih.gov/27577411"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-678-1-394","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-394","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088713583","display_name":"Hauke Hund","orcid":null},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hund Hauke","raw_affiliation_strings":["Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079438655","display_name":"Sven Gerth","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gerth Sven","raw_affiliation_strings":["3M Deutschland GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"3M Deutschland GmbH, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049262839","display_name":"Hugo A. Katus","orcid":"https://orcid.org/0000-0002-2293-2314"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katus Hugo A.","raw_affiliation_strings":["Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University Hospital Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010820385","display_name":"Christian Fegeler","orcid":"https://orcid.org/0000-0001-5581-7155"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fegeler Christian","raw_affiliation_strings":["GECKO Research Institute, Heilbronn University, Heilbronn, Germany"],"affiliations":[{"raw_affiliation_string":"GECKO Research Institute, Heilbronn University, Heilbronn, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088713583"],"corresponding_institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14705882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"228","issue":null,"first_page":"394","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8457000255584717,"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":0.8457000255584717,"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/terminology","display_name":"Terminology","score":0.8453172445297241},{"id":"https://openalex.org/keywords/reimbursement","display_name":"Reimbursement","score":0.7504968643188477},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.6316238045692444},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6145040392875671},{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.5578840970993042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526174902915955},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5452790856361389},{"id":"https://openalex.org/keywords/current-procedural-terminology","display_name":"Current Procedural Terminology","score":0.48575359582901},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.44162479043006897},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3813379108905792},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27355659008026123},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1850370168685913},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14904096722602844},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13354766368865967},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.096263587474823},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09578996896743774},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.06519266963005066}],"concepts":[{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.8453172445297241},{"id":"https://openalex.org/C2779703844","wikidata":"https://www.wikidata.org/wiki/Q760125","display_name":"Reimbursement","level":3,"score":0.7504968643188477},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.6316238045692444},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6145040392875671},{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.5578840970993042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526174902915955},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5452790856361389},{"id":"https://openalex.org/C2779513377","wikidata":"https://www.wikidata.org/wiki/Q964984","display_name":"Current Procedural Terminology","level":2,"score":0.48575359582901},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.44162479043006897},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3813379108905792},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27355659008026123},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1850370168685913},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14904096722602844},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13354766368865967},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.096263587474823},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09578996896743774},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.06519266963005066},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003953","descriptor_name":"Diagnosis-Related Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003953","descriptor_name":"Diagnosis-Related Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003953","descriptor_name":"Diagnosis-Related Groups","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018875","descriptor_name":"Vocabulary, Controlled","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018875","descriptor_name":"Vocabulary, Controlled","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018875","descriptor_name":"Vocabulary, Controlled","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038801","descriptor_name":"International Classification of Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-678-1-394","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-394","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:27577411","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27577411","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2405923535","https://openalex.org/W1511848092","https://openalex.org/W1708042184","https://openalex.org/W2205124790","https://openalex.org/W4313597631","https://openalex.org/W4293461990","https://openalex.org/W4396557929","https://openalex.org/W4309794503","https://openalex.org/W4220998527","https://openalex.org/W3161484786"],"abstract_inverted_index":{"Since":[0],"the":[1,7,39,53,61],"introduction":[2],"of":[3,41,64],"diagnosis-related":[4],"groups":[5],"in":[6,31],"German":[8],"healthcare":[9],"system,":[10],"classifying":[11],"patient":[12],"diagnosis":[13],"and":[14,22,52,57],"procedures":[15],"with":[16,45],"controlled":[17],"vocabularies":[18],"have":[19],"become":[20],"mandatory":[21],"thus":[23],"creating":[24],"a":[25],"large":[26],"dataset":[27,44],"for":[28],"secondary":[29],"use":[30],"biomedical":[32],"research.":[33],"In":[34],"this":[35],"paper":[36],"we":[37],"present":[38],"analysis":[40],"an":[42],"ICD":[43,65],"regards":[46],"to":[47],"potentially":[48],"reimbursement":[49],"motivated":[50],"classification":[51],"effects":[54],"on":[55],"precision":[56],"recall":[58],"when":[59],"considering":[60],"change":[62],"history":[63],"codes.":[66]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
