{"id":"https://openalex.org/W4401820978","doi":"https://doi.org/10.3233/shti240485","title":"How Interoperability Can Enable Artificial Intelligence in Clinical Applications","display_name":"How Interoperability Can Enable Artificial Intelligence in Clinical Applications","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401820978","doi":"https://doi.org/10.3233/shti240485","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176813"},"language":"en","primary_location":{"id":"doi:10.3233/shti240485","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240485","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240485","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://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240485","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098950717","display_name":"Filip Rehburg","orcid":"https://orcid.org/0009-0007-0457-5724"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Filip Rehburg","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9, Germany"],"raw_orcid":"https://orcid.org/0009-0007-0457-5724","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9, Germany","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098950716","display_name":"Adam S L Graefe","orcid":"https://orcid.org/0009-0004-8124-8864"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adam Graefe","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9, Germany","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026473698","display_name":"Miriam H\u00fcbner","orcid":"https://orcid.org/0000-0001-5160-1242"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Miriam H\u00fcbner","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9, Germany","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045196355","display_name":"Sylvia Thun","orcid":"https://orcid.org/0000-0002-3346-6806"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sylvia Thun","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9, Germany","institution_ids":["https://openalex.org/I4210139777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5098950717"],"corresponding_institution_ids":["https://openalex.org/I4210139777"],"apc_list":null,"apc_paid":null,"fwci":2.1884,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90452675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"316","issue":null,"first_page":"596","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9115999937057495,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9039000272750854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.8842819333076477},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.702509343624115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6424392461776733},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5884337425231934},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.49219027161598206},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48437079787254333},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4810929000377655},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16118863224983215},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1318798065185547}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.8842819333076477},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.702509343624115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6424392461776733},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5884337425231934},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49219027161598206},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48437079787254333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4810929000377655},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16118863224983215},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1318798065185547},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","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},{"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":2,"locations":[{"id":"doi:10.3233/shti240485","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240485","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240485","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:39176813","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176813","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/shti240485","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240485","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240485","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":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401820978.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W111228517","https://openalex.org/W2144981148","https://openalex.org/W2163922914","https://openalex.org/W2165093166","https://openalex.org/W2302501749","https://openalex.org/W2737733838","https://openalex.org/W2787894218","https://openalex.org/W2890827016","https://openalex.org/W2906295032","https://openalex.org/W2962843773","https://openalex.org/W2969628488","https://openalex.org/W3005335661","https://openalex.org/W3038780514","https://openalex.org/W3088017652","https://openalex.org/W4200355439","https://openalex.org/W4205348219","https://openalex.org/W4224255787","https://openalex.org/W4226119217","https://openalex.org/W4247101580","https://openalex.org/W4283749268","https://openalex.org/W4293689835","https://openalex.org/W4313346475","https://openalex.org/W4386271361","https://openalex.org/W4387500346","https://openalex.org/W4387587504"],"related_works":["https://openalex.org/W2378767206","https://openalex.org/W1540871478","https://openalex.org/W328308450","https://openalex.org/W282641168","https://openalex.org/W2376963063","https://openalex.org/W2066396794","https://openalex.org/W2366734808","https://openalex.org/W2002476357","https://openalex.org/W3215038878","https://openalex.org/W4375840519"],"abstract_inverted_index":{"This":[0],"paper":[1,58],"explores":[2],"the":[3,10,35,40,44,60,66,93,104,116],"critical":[4],"role":[5],"of":[6,12,37,46,63,80,95,106,118],"Interoperability":[7],"(IOP)":[8],"in":[9,23,28,39],"integration":[11],"Artificial":[13],"Intelligence":[14],"(AI)":[15],"for":[16,86,99,126],"clinical":[17,29,130],"applications.":[18,77],"As":[19],"AI":[20,76,128],"gains":[21],"prominence":[22],"medical":[24,41,110],"analytics,":[25],"its":[26,120],"application":[27],"practice":[30],"faces":[31],"challenges":[32,117],"due":[33],"to":[34,48],"lack":[36],"standardization":[38],"sector.":[42],"IOP,":[43,119],"ability":[45],"systems":[47],"exchange":[49],"information":[50],"seamlessly,":[51],"emerges":[52],"as":[53],"a":[54],"fundamental":[55],"solution.":[56],"Our":[57],"discusses":[59],"indispensable":[61],"nature":[62],"IOP":[64,81],"throughout":[65],"Data":[67],"Life":[68],"Cycle,":[69],"demonstrating":[70],"how":[71],"interoperable":[72],"data":[73,84,90,96,111],"can":[74],"facilitate":[75],"The":[78],"benefits":[79,125],"encompass":[82],"streamlined":[83],"entry":[85],"healthcare":[87,139],"professionals,":[88],"efficient":[89],"processing,":[91],"enabling":[92],"sharing":[94],"and":[97,101,138],"algorithms":[98],"replication,":[100],"potentially":[102],"increasing":[103],"significance":[105],"results":[107],"obtained":[108],"by":[109],"analytics":[112],"via":[113],"AI.":[114],"Despite":[115],"successful":[121],"implementation":[122],"promises":[123],"substantial":[124],"integrating":[127],"into":[129],"practice,":[131],"which":[132],"could":[133],"ultimately":[134],"enhance":[135],"patient":[136],"outcomes":[137],"quality.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}