{"id":"https://openalex.org/W3032075591","doi":"https://doi.org/10.1007/s00330-020-06946-y","title":"Implementation of artificial intelligence (AI) applications in radiology: hindering and facilitating factors","display_name":"Implementation of artificial intelligence (AI) applications in radiology: hindering and facilitating factors","publication_year":2020,"publication_date":"2020-05-26","ids":{"openalex":"https://openalex.org/W3032075591","doi":"https://doi.org/10.1007/s00330-020-06946-y","mag":"3032075591","pmid":"https://pubmed.ncbi.nlm.nih.gov/32458173","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7476917"},"language":"en","primary_location":{"id":"doi:10.1007/s00330-020-06946-y","doi":"https://doi.org/10.1007/s00330-020-06946-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00330-020-06946-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00330-020-06946-y.pdf","source":{"id":"https://openalex.org/S4819472","display_name":"European Radiology","issn_l":"0938-7994","issn":["0938-7994","1432-1084"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Radiology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00330-020-06946-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037001404","display_name":"L.G.D. Strohm","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lea Strohm","raw_affiliation_strings":["Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011187635","display_name":"Charisma Hehakaya","orcid":"https://orcid.org/0000-0001-9341-7240","observed_orcids":["https://orcid.org/0000-0001-9341-7240"]},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Charisma Hehakaya","raw_affiliation_strings":["Division of Imaging & Oncology, University Medical Center Utrecht, Utrecht, The Netherlands. c.hehakaya@umcutrecht.nl","Division of Imaging & Oncology, University Medical Center Utrecht, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9341-7240","affiliations":[{"raw_affiliation_string":"Division of Imaging & Oncology, University Medical Center Utrecht, Utrecht, The Netherlands. c.hehakaya@umcutrecht.nl","institution_ids":["https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Division of Imaging & Oncology, University Medical Center Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021602522","display_name":"Erik R. Ranschaert","orcid":"https://orcid.org/0000-0001-9375-9750","observed_orcids":["https://orcid.org/0000-0001-9375-9750"]},"institutions":[{"id":"https://openalex.org/I4210149554","display_name":"Elisabeth-TweeSteden Ziekenhuis","ror":"https://ror.org/04gpfvy81","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210149554"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Erik R. Ranschaert","raw_affiliation_strings":["Department of Radiology, Elisabeth-TweeSteden Ziekenhuis, Tilburg, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Elisabeth-TweeSteden Ziekenhuis, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I4210149554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090216644","display_name":"Wouter Boon","orcid":"https://orcid.org/0000-0003-1218-193X","observed_orcids":["https://orcid.org/0000-0003-1218-193X"]},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wouter P. C. Boon","raw_affiliation_strings":["Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018830195","display_name":"Ellen H.M. Moors","orcid":"https://orcid.org/0000-0002-9724-5308","observed_orcids":["https://orcid.org/0000-0002-9724-5308"]},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ellen H. M. Moors","raw_affiliation_strings":["Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Studies, Copernicus Institute of Sustainable Development, University Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011187635"],"corresponding_institution_ids":["https://openalex.org/I3018483916"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":{"value":3860,"currency":"USD","value_usd":3860},"fwci":8.1538,"has_fulltext":true,"cited_by_count":361,"citation_normalized_percentile":{"value":0.98293251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"30","issue":"10","first_page":"5525","last_page":"5532"},"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":0.9961000084877014,"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":0.9961000084877014,"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/T11894","display_name":"Radiology practices and education","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10629","display_name":"Health Policy Implementation Science","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/artificial-intelligence-in-radiology","display_name":"artificial intelligence in radiology","score":0.8830000162124634},{"id":"https://openalex.org/keywords/nasss-framework","display_name":"NASSS framework","score":0.8899999856948853},{"id":"https://openalex.org/keywords/radiologists","display_name":"radiologists","score":0.5080000162124634},{"id":"https://openalex.org/keywords/referring-clinicians","display_name":"referring clinicians","score":0.9819999933242798},{"id":"https://openalex.org/keywords/local-champions","display_name":"local champions","score":0.7400000095367432},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.6480000019073486},{"id":"https://openalex.org/keywords/cost-containment","display_name":"cost containment","score":0.7269999980926514},{"id":"https://openalex.org/keywords/dutch-healthcare-system","display_name":"Dutch healthcare system","score":0.6299999952316284}],"concepts":[{"id":"https://openalex.org/C2780465443","wikidata":"https://www.wikidata.org/wiki/Q852061","display_name":"Champion","level":2,"score":0.8237642049789429},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.628325879573822},{"id":"https://openalex.org/C513090587","wikidata":"https://www.wikidata.org/wiki/Q426449","display_name":"Interventional radiology","level":2,"score":0.6057906150817871},{"id":"https://openalex.org/C78244369","wikidata":"https://www.wikidata.org/wiki/Q104840706","display_name":"Added value","level":2,"score":0.5370044112205505},{"id":"https://openalex.org/C125502","wikidata":"https://www.wikidata.org/wiki/Q1153279","display_name":"Early adopter","level":2,"score":0.5127032995223999},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5001704692840576},{"id":"https://openalex.org/C2779889316","wikidata":"https://www.wikidata.org/wiki/Q642836","display_name":"Neuroradiology","level":3,"score":0.4120696187019348},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.41204074025154114},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33464741706848145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30455368757247925},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C16568411","wikidata":"https://www.wikidata.org/wiki/Q83042","display_name":"Neurology","level":2,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[{"descriptor_ui":"D000072177","descriptor_name":"Radiologists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","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":"D009426","descriptor_name":"Netherlands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D015397","descriptor_name":"Program Evaluation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016730","descriptor_name":"Program Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1007/s00330-020-06946-y","doi":"https://doi.org/10.1007/s00330-020-06946-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00330-020-06946-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00330-020-06946-y.pdf","source":{"id":"https://openalex.org/S4819472","display_name":"European Radiology","issn_l":"0938-7994","issn":["0938-7994","1432-1084"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Radiology","raw_type":"journal-article"},{"id":"pmid:32458173","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32458173","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,"listed_in":[],"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":"European radiology","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7476917","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7476917/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eur Radiol","raw_type":"Text"},{"id":"pmh:oai:archive.ugent.be:8696943","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-8696943","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1432-1084","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/408195","doi":null,"is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/bitstream/handle/1874/408195/Strohm2020_Article_ImplementationOfArtificialInte.pdf?sequence=1&isAllowed=y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/442806","doi":null,"is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/442806","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/408195","doi":null,"is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/408195","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"European Radiology, 30, 5525. Springer Verlag","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00330-020-06946-y","doi":"https://doi.org/10.1007/s00330-020-06946-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00330-020-06946-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00330-020-06946-y.pdf","source":{"id":"https://openalex.org/S4819472","display_name":"European Radiology","issn_l":"0938-7994","issn":["0938-7994","1432-1084"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Radiology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3032075591.pdf","grobid_xml":"https://content.openalex.org/works/W3032075591.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1502458243","https://openalex.org/W1947908376","https://openalex.org/W2081753990","https://openalex.org/W2082694458","https://openalex.org/W2150880750","https://openalex.org/W2167896953","https://openalex.org/W2512405872","https://openalex.org/W2520541801","https://openalex.org/W2525984666","https://openalex.org/W2558050786","https://openalex.org/W2588763345","https://openalex.org/W2592765733","https://openalex.org/W2754437305","https://openalex.org/W2765304416","https://openalex.org/W2766636512","https://openalex.org/W2770869174","https://openalex.org/W2771688973","https://openalex.org/W2785593065","https://openalex.org/W2789970635","https://openalex.org/W2791125561","https://openalex.org/W2791920958","https://openalex.org/W2800332140","https://openalex.org/W2803760365","https://openalex.org/W2810349670","https://openalex.org/W2855469196","https://openalex.org/W2895083984","https://openalex.org/W2906295032","https://openalex.org/W2915444077","https://openalex.org/W2916526446","https://openalex.org/W2921476934","https://openalex.org/W2923527943","https://openalex.org/W2936049295","https://openalex.org/W2944519781","https://openalex.org/W2945491414","https://openalex.org/W2971129090","https://openalex.org/W2971356145","https://openalex.org/W2995162454","https://openalex.org/W3000144657","https://openalex.org/W3003161132","https://openalex.org/W3147329173"],"related_works":["https://openalex.org/W2970355797","https://openalex.org/W4417191075","https://openalex.org/W4385341277","https://openalex.org/W7131789546","https://openalex.org/W4416508989","https://openalex.org/W4385381933","https://openalex.org/W4391226753","https://openalex.org/W4407056772","https://openalex.org/W4391661668","https://openalex.org/W4399393850"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,21,50],"objective":[2],"was":[3,37,56],"to":[4,9,174,176,190],"identify":[5],"barriers":[6,53],"and":[7,54,66,113,150,156,162,182,222],"facilitators":[8,55],"the":[10,59,79,87,95,121,127,177,180,202,234,243],"implementation":[11,85,138,187,213],"of":[12,42,52,102,109,116,133,147,158,179,184,206,214,227,236,247],"artificial":[13],"intelligence":[14],"(AI)":[15],"applications":[16,173],"in":[17,20,74,94,154,194,216,229,249],"clinical":[18,145,185,203,244],"radiology":[19,217,230,250],"Netherlands.":[22],"MATERIALS":[23],"AND":[24],"METHODS:":[25],"Using":[26],"an":[27,32],"embedded":[28],"multiple":[29],"case":[30],"study,":[31],"exploratory,":[33],"qualitative":[34],"research":[35],"design":[36],"followed.":[38],"Data":[39],"collection":[40],"consisted":[41],"24":[43],"semi-structured":[44],"interviews":[45],"from":[46],"seven":[47],"Dutch":[48,96],"hospitals.":[49],"analysis":[51],"guided":[57],"by":[58,233],"recently":[60],"published":[61],"Non-adoption,":[62],"Abandonment,":[63],"Scale-up,":[64],"Spread,":[65],"Sustainability":[67],"(NASSS)":[68],"framework":[69],"for":[70,84,91,144,171,253],"new":[71],"medical":[72],"technologies":[73],"healthcare":[75,97],"organizations.":[76],"RESULTS:":[77],"Among":[78,120],"most":[80,122],"important":[81],"facilitating":[82],"factors":[83,125],"were":[86,126],"following:":[88,128],"(i)":[89,129],"pressure":[90],"cost":[92],"containment":[93],"system,":[98],"(ii)":[99,136],"high":[100],"expectations":[101],"AI's":[103],"potential":[104],"added":[105,142,204,245],"value,":[106],"(iii)":[107,140],"presence":[108,115,235],"hospital-wide":[110],"innovation":[111],"strategies,":[112],"(iv)":[114,151],"a":[117,195,237],"\"local":[118],"champion.\"":[119],"prominent":[123],"hindering":[124],"inconsistent":[130],"technical":[131],"performance":[132],"AI":[134,148,172,207,215,228,248],"applications,":[135,149],"unstructured":[137],"processes,":[139],"uncertain":[141],"value":[143,205,246],"practice":[146],"large":[152],"variance":[153],"acceptance":[155],"trust":[157],"direct":[159],"(the":[160,164],"radiologists)":[161],"indirect":[163],"referring":[165,223],"clinicians)":[166],"adopters.":[167],"CONCLUSION:":[168],"In":[169],"order":[170],"contribute":[175],"improvement":[178],"quality":[181],"efficiency":[183],"radiology,":[186],"processes":[188],"need":[189],"be":[191],"carried":[192],"out":[193],"structured":[196],"manner,":[197],"thereby":[198],"providing":[199],"evidence":[200],"on":[201,242],"applications.":[208],"KEY":[209],"POINTS:":[210],"\u2022":[211,225,240],"Successful":[212],"requires":[218],"collaboration":[219],"between":[220],"radiologists":[221],"clinicians.":[224],"Implementation":[226],"is":[231,251],"facilitated":[232],"local":[238],"champion.":[239],"Evidence":[241],"needed":[252],"successful":[254],"implementation.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":76},{"year":2025,"cited_by_count":89},{"year":2024,"cited_by_count":84},{"year":2023,"cited_by_count":60},{"year":2022,"cited_by_count":36},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-06-05T00:00:00"}
