{"id":"https://openalex.org/W2892561697","doi":"https://doi.org/10.3233/978-1-61499-896-9-35","title":"A Web Service to Suggest Semantic Codes Based on the MDM-Portal","display_name":"A Web Service to Suggest Semantic Codes Based on the MDM-Portal","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2892561697","doi":"https://doi.org/10.3233/978-1-61499-896-9-35","mag":"2892561697","pmid":"https://pubmed.ncbi.nlm.nih.gov/30147036"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-896-9-35","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-896-9-35","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/A5053402317","display_name":"Stefan Hegselmann","orcid":"https://orcid.org/0000-0002-2145-3258"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hegselmann Stefan","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057156197","display_name":"Michael Storck","orcid":"https://orcid.org/0000-0002-8160-0184"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Storck Michael","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108652307","display_name":"Sophia Ge\u00dfner","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Geßner Sophia","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017710000","display_name":"Philipp Neuhaus","orcid":"https://orcid.org/0000-0003-1028-2884"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Neuhaus Philipp","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033176798","display_name":"Julian Varghese","orcid":"https://orcid.org/0000-0002-7206-3719"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Varghese Julian","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002071945","display_name":"Martin Dugas","orcid":"https://orcid.org/0000-0001-9740-0788"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dugas Martin","raw_affiliation_strings":["Institute of Medical Informatics, University of M\u00fcnster, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053402317"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":null,"apc_paid":null,"fwci":0.7779,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72223179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"253","issue":null,"first_page":"35","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9962999820709229,"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":0.9962999820709229,"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":0.9939000010490417,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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":0.795026421546936},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7018805146217346},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.65541011095047},{"id":"https://openalex.org/keywords/semantic-annotation","display_name":"Semantic annotation","score":0.6375794410705566},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5984547138214111},{"id":"https://openalex.org/keywords/semantic-interoperability","display_name":"Semantic interoperability","score":0.5853949189186096},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5503319501876831},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5382959246635437},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5331807732582092},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.49014338850975037},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4893052279949188},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46816039085388184},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.4503645896911621},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.4478260278701782},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.4214390516281128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16690707206726074},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08506473898887634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795026421546936},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7018805146217346},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.65541011095047},{"id":"https://openalex.org/C2985727698","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Semantic annotation","level":3,"score":0.6375794410705566},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5984547138214111},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.5853949189186096},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5503319501876831},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5382959246635437},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5331807732582092},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.49014338850975037},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4893052279949188},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46816039085388184},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.4503645896911621},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.4478260278701782},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.4214390516281128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16690707206726074},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08506473898887634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","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},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-896-9-35","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-896-9-35","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:30147036","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30147036","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2366430559","https://openalex.org/W2349698472","https://openalex.org/W1985801232","https://openalex.org/W2005492920","https://openalex.org/W2171552258","https://openalex.org/W2023110884","https://openalex.org/W1542183781","https://openalex.org/W2355823470","https://openalex.org/W1710908466","https://openalex.org/W1975429881"],"abstract_inverted_index":{"Annotation":[0],"with":[1,37],"semantic":[2,22,49,107,120],"codes":[3,23],"helps":[4],"to":[5,33],"overcome":[6],"interoperability":[7],"issues":[8],"for":[9,91,106,118],"electronic":[10],"documentation":[11],"in":[12,62],"medicine.":[13],"However,":[14],"the":[15,63,80],"manual":[16,81],"annotation":[17,82,108],"process":[18,83],"is":[19,89],"laborious":[20],"and":[21,40,84],"are":[24,54],"ambiguous.":[25],"We":[26],"developed":[27],"a":[28,38],"publicly":[29],"accessible":[30],"web":[31,112],"service":[32,77,113],"alleviate":[34],"these":[35],"drawbacks":[36],"sophisticated":[39],"fast":[41],"search":[42],"mechanism":[43],"based":[44],"on":[45],"more":[46],"than":[47],"330,000":[48],"code":[50],"suggestions.":[51],"These":[52],"suggestions":[53],"derived":[55],"from":[56],"semantically":[57],"annotated":[58],"data":[59,94],"elements":[60],"contained":[61],"Portal":[64],"of":[65,109],"Medical":[66],"Data":[67],"Models":[68],"manually":[69],"curated":[70],"by":[71],"medical":[72],"professionals.":[73],"Integrating":[74],"this":[75],"suggestion":[76,102],"can":[78],"support":[79],"strengthen":[85],"uniform":[86],"coding.":[87,121],"Integration":[88],"demonstrated":[90],"two":[92],"separate":[93],"model":[95],"editors.":[96],"Usage":[97],"statistics":[98],"show":[99],"over":[100],"5,500":[101],"requests":[103],"per":[104],"month":[105],"items.":[110],"The":[111],"may":[114],"also":[115],"prove":[116],"helpful":[117],"automatic":[119]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}