{"id":"https://openalex.org/W4401820896","doi":"https://doi.org/10.3233/shti240619","title":"Leveraging Clinical Data Treasures: Integration of an AI Platform into Clinical IT","display_name":"Leveraging Clinical Data Treasures: Integration of an AI Platform into Clinical IT","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401820896","doi":"https://doi.org/10.3233/shti240619","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176590"},"language":"en","primary_location":{"id":"doi:10.3233/shti240619","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240619","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240619","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/SHTI240619","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094214926","display_name":"Kfeel Arshad","orcid":null},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]},{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kfeel Arshad","raw_affiliation_strings":["Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany"],"raw_orcid":"https://orcid.org/0009-0002-3119-7988","affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany","institution_ids":["https://openalex.org/I32021983","https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061710593","display_name":"Saman Ardalan","orcid":"https://orcid.org/0009-0000-7899-0997"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]},{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Saman Ardalan","raw_affiliation_strings":["Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany"],"raw_orcid":"https://orcid.org/0009-0000-7899-0997","affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany","institution_ids":["https://openalex.org/I32021983","https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072978778","display_name":"Bj\u00f6rn Schreiweis","orcid":"https://orcid.org/0000-0002-1748-1563"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]},{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bj\u00f6rn Schreiweis","raw_affiliation_strings":["Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1748-1563","affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany","institution_ids":["https://openalex.org/I32021983","https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020788388","display_name":"Bj\u00f6rn Bergh","orcid":"https://orcid.org/0000-0003-1761-6189"},"institutions":[{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]},{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Bergh","raw_affiliation_strings":["Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1761-6189","affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Statistics, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany","institution_ids":["https://openalex.org/I32021983","https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072978778"],"corresponding_institution_ids":["https://openalex.org/I32021983","https://openalex.org/I4210112713","https://openalex.org/I9341345"],"apc_list":null,"apc_paid":null,"fwci":0.3641,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59737058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"316","issue":null,"first_page":"1169","last_page":"1173"},"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":0.9987000226974487,"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":0.9987000226974487,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9926000237464905,"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/T10350","display_name":"Electronic Health Records Systems","score":0.9853000044822693,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6753373146057129},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.6155180931091309},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5314487218856812},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.4624702036380768},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.45268407464027405},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4166763424873352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4026549756526947},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3313445448875427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2588047981262207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6753373146057129},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.6155180931091309},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5314487218856812},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.4624702036380768},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.45268407464027405},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4166763424873352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4026549756526947},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3313445448875427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2588047981262207},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[{"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":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","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":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}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240619","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240619","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240619","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:39176590","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176590","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/shti240619","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240619","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240619","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":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401820896.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2065281378","https://openalex.org/W2085445490","https://openalex.org/W2525984666","https://openalex.org/W2664267452","https://openalex.org/W2883427794","https://openalex.org/W2977456252","https://openalex.org/W2996410248","https://openalex.org/W3036963153","https://openalex.org/W3086590218","https://openalex.org/W3105667267","https://openalex.org/W3128713593","https://openalex.org/W3199499508","https://openalex.org/W3204174520","https://openalex.org/W4377092929","https://openalex.org/W4393056318"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2354923724","https://openalex.org/W2146830340","https://openalex.org/W2377101853","https://openalex.org/W2362180844","https://openalex.org/W2378405797","https://openalex.org/W4288601434","https://openalex.org/W2913869602"],"abstract_inverted_index":{"In":[0,18,43],"recent":[1],"years,":[2],"there":[3],"has":[4],"been":[5],"a":[6,26,48,100],"rapid":[7],"growth":[8],"in":[9,14,31],"the":[10,15,54,67,84,97,107],"use":[11,103],"of":[12,59,69,86,99,109],"AI":[13,34,50,61,73,102,112],"clinical":[16,33,49,60,72,80,101,111],"domain.":[17],"order":[19],"to":[20,105],"keep":[21],"pace":[22],"with":[23,96],"this":[24],"development,":[25],"framework":[27],"should":[28],"be":[29,37],"created":[30],"which":[32],"models":[35],"can":[36],"easily":[38],"trained,":[39],"managed":[40],"and":[41,57],"applied.":[42],"our":[44,94,110],"study,":[45],"we":[46],"propose":[47],"platform":[51],"that":[52],"supports":[53],"development":[55,68],"cycle":[56],"application":[58],"models.":[62],"We":[63,92],"consider":[64],"not":[65],"only":[66],"an":[70],"isolated":[71],"platform,":[74],"but":[75],"also":[76],"its":[77],"integration":[78,90],"into":[79],"IT.":[81],"This":[82],"includes":[83],"consideration":[85],"so-called":[87],"medical":[88],"data":[89],"centers.":[91],"evaluate":[93],"approach":[95],"aid":[98],"case":[104],"demonstrate":[106],"functionality":[108],"platform.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}