{"id":"https://openalex.org/W4401728811","doi":"https://doi.org/10.1007/s10278-024-01147-1","title":"2023 Industry Perceptions Survey on AI Adoption and Return on Investment","display_name":"2023 Industry Perceptions Survey on AI Adoption and Return on Investment","publication_year":2024,"publication_date":"2024-08-20","ids":{"openalex":"https://openalex.org/W4401728811","doi":"https://doi.org/10.1007/s10278-024-01147-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/39164452"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01147-1","doi":"https://doi.org/10.1007/s10278-024-01147-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01147-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01147-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","ki-jl-1","medline","norway-1"],"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":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01147-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112431820","display_name":"Mitchell M. Goldburgh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]},{"id":"https://openalex.org/I4405276301","display_name":"NTT DATA Group Corporation (Japan)","ror":"https://ror.org/055m49s16","country_code":"JP","type":"company","lineage":["https://openalex.org/I4405276301"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Mitchell Goldburgh","raw_affiliation_strings":["NTT DATA, Tokyo, Japan. Mitchell.Goldburgh@nttdata.com","NTT DATA, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT DATA, Tokyo, Japan. Mitchell.Goldburgh@nttdata.com","institution_ids":["https://openalex.org/I2251713219","https://openalex.org/I4405276301"]},{"raw_affiliation_string":"NTT DATA, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219","https://openalex.org/I4405276301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106625787","display_name":"Michael LaChance","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael LaChance","raw_affiliation_strings":["LaChance Executive Consulting, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LaChance Executive Consulting, Washington, DC, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069868504","display_name":"Julia Komissarchik","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julia Komissarchik","raw_affiliation_strings":["Glendor, Inc., Draper, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Glendor, Inc., Draper, UT, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068677710","display_name":"Julia Patriarche","orcid":"https://orcid.org/0000-0003-3037-8111","observed_orcids":["https://orcid.org/0000-0003-3037-8111"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julia Patriarche","raw_affiliation_strings":["A.I. Analysis, Inc., Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A.I. Analysis, Inc., Seattle, WA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106625788","display_name":"Joe Chapa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210161459","display_name":"Society for Imaging Informatics in Medicine","ror":"https://ror.org/05wvxzm41","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210161459"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joe Chapa","raw_affiliation_strings":["Washington , DC , USA","committee of the SIIM Machine Learning Committee, comprises radiologists,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington , DC , USA","institution_ids":[]},{"raw_affiliation_string":"committee of the SIIM Machine Learning Committee, comprises radiologists,","institution_ids":["https://openalex.org/I4210161459"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Oliver Chen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver Chen","raw_affiliation_strings":["HOPPR, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HOPPR, Chicago, IL, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070920055","display_name":"Priya Deshpande","orcid":"https://orcid.org/0000-0002-2631-5751","observed_orcids":["https://orcid.org/0000-0002-2631-5751"]},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priya Deshpande","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Opus College of Engineering, Marquette University, Milwaukee, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Opus College of Engineering, Marquette University, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079801021","display_name":"Matthew G. Geeslin","orcid":"https://orcid.org/0000-0002-6503-2682","observed_orcids":["https://orcid.org/0000-0002-6503-2682"]},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Geeslin","raw_affiliation_strings":["Deparment of Radiology, University of Vermont, Burlington, VT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deparment of Radiology, University of Vermont, Burlington, VT, USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013436108","display_name":"Nina E. Kottler","orcid":"https://orcid.org/0009-0002-8724-9601","observed_orcids":["https://orcid.org/0009-0002-8724-9601"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nina Kottler","raw_affiliation_strings":["Radiology Partners, El Segundo, CA, USA","Glendor, Inc., Draper, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Partners, El Segundo, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Glendor, Inc., Draper, UT, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027086863","display_name":"Jennifer Sommer","orcid":"https://orcid.org/0000-0001-8918-8131","observed_orcids":["https://orcid.org/0000-0001-8918-8131"]},"institutions":[{"id":"https://openalex.org/I4210108791","display_name":"University Hospitals Cleveland Medical Center","ror":"https://ror.org/01gc0wp38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799343972","https://openalex.org/I4210108791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Sommer","raw_affiliation_strings":["Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA","Radiology Partners, El Segundo, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA","institution_ids":["https://openalex.org/I4210108791"]},{"raw_affiliation_string":"Radiology Partners, El Segundo, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111296331","display_name":"Marcus Ayers","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]},{"id":"https://openalex.org/I4405276301","display_name":"NTT DATA Group Corporation (Japan)","ror":"https://ror.org/055m49s16","country_code":"JP","type":"company","lineage":["https://openalex.org/I4405276301"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Marcus Ayers","raw_affiliation_strings":["NTT DATA, Tokyo, Japan","A.I. Analysis, Inc., Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT DATA, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219","https://openalex.org/I4405276301"]},{"raw_affiliation_string":"A.I. Analysis, Inc., Seattle, WA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106625786","display_name":"Vedrana Vujic","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]},{"id":"https://openalex.org/I4210108791","display_name":"University Hospitals Cleveland Medical Center","ror":"https://ror.org/01gc0wp38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799343972","https://openalex.org/I4210108791"]},{"id":"https://openalex.org/I4405276301","display_name":"NTT DATA Group Corporation (Japan)","ror":"https://ror.org/055m49s16","country_code":"JP","type":"company","lineage":["https://openalex.org/I4405276301"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Vedrana Vujic","raw_affiliation_strings":["NTT DATA, Tokyo, Japan","Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT DATA, Tokyo, Japan","institution_ids":["https://openalex.org/I2251713219","https://openalex.org/I4405276301"]},{"raw_affiliation_string":"Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA","institution_ids":["https://openalex.org/I4210108791"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5112431820"],"corresponding_institution_ids":["https://openalex.org/I2251713219","https://openalex.org/I4405276301"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":{"value":4390,"currency":"USD","value_usd":4390},"fwci":0.5709,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67631253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"2","first_page":"663","last_page":"670"},"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":0.9990000128746033,"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":0.9990000128746033,"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":0.00039999998989515007,"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/T13904","display_name":"Artificial Intelligence Applications","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-adoption","display_name":"artificial intelligence adoption","score":0.9769999980926514},{"id":"https://openalex.org/keywords/return-on-investment","display_name":"return on investment","score":0.8090000152587891},{"id":"https://openalex.org/keywords/radiology","display_name":"radiology","score":0.6880000233650208},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.9539999961853027},{"id":"https://openalex.org/keywords/ai-adoption-barriers","display_name":"AI adoption barriers","score":0.7269999980926514},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.6869999766349792},{"id":"https://openalex.org/keywords/radiologist-productivity","display_name":"radiologist productivity","score":0.8100000023841858},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.8550000190734863},{"id":"https://openalex.org/keywords/fda-regulation","display_name":"FDA regulation","score":0.8899999856948853},{"id":"https://openalex.org/keywords/contrast-imaging","display_name":"contrast imaging","score":0.5230000019073486},{"id":"https://openalex.org/keywords/clinical-outcomes","display_name":"clinical outcomes","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6447169780731201},{"id":"https://openalex.org/C169549615","wikidata":"https://www.wikidata.org/wiki/Q939134","display_name":"Return on investment","level":3,"score":0.6281808614730835},{"id":"https://openalex.org/C2779703844","wikidata":"https://www.wikidata.org/wiki/Q760125","display_name":"Reimbursement","level":3,"score":0.533303439617157},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.48883599042892456},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.47143426537513733},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.4144546389579773},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3943014144897461},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3514271378517151},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32428306341171265},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.322501003742218},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3195202350616455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2437778115272522},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.15598154067993164},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1278878152370453},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.10959476232528687},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000191","qualifier_name":"economics","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10278-024-01147-1","doi":"https://doi.org/10.1007/s10278-024-01147-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01147-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01147-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","ki-jl-1","medline","norway-1"],"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":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39164452","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39164452","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":"Journal of imaging informatics in medicine","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11950608","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11950608","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11950608/pdf/10278_2024_Article_1147.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging Inform Med","raw_type":"Text"},{"id":"pmh:oai:europepmc.org:10761788","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11950608","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-024-01147-1","doi":"https://doi.org/10.1007/s10278-024-01147-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01147-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01147-1.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","doyens","jufo-1","ki-jl-1","medline","norway-1"],"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":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401728811.pdf","grobid_xml":"https://content.openalex.org/works/W4401728811.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1975091423","https://openalex.org/W2144451503","https://openalex.org/W2033023095","https://openalex.org/W125325933","https://openalex.org/W2941176721","https://openalex.org/W2051773733","https://openalex.org/W3015660457","https://openalex.org/W2909333182","https://openalex.org/W4241993668","https://openalex.org/W1996729302"],"abstract_inverted_index":{"This":[0,56],"SIIM-sponsored":[1],"2023":[2,26,81],"report":[3],"highlights":[4],"an":[5,45],"industry":[6],"view":[7],"on":[8,51,103,126,212],"artificial":[9],"intelligence":[10],"adoption":[11,86,96,196],"barriers":[12,214],"and":[13,21,40,53,131,161,168,201,219],"success":[14],"related":[15],"to":[16,43,76,152,193,215],"diagnostic":[17],"imaging,":[18],"life":[19],"sciences,":[20],"contrasts.":[22],"In":[23],"general,":[24],"our":[25,77],"survey":[27],"indicates":[28],"that":[29,188],"there":[30,41],"has":[31,97],"been":[32],"progress":[33],"in":[34,59,73,107,141,217],"adopting":[35],"AI":[36,72,85,106,123,134,183,192,200,218],"across":[37],"multiple":[38],"uses,":[39],"continues":[42],"be":[44,63],"optimistic":[46],"forecast":[47],"for":[48,138,166,172,182,191],"the":[49,69,80,92,95,120,148,179,189,208,213,220],"impact":[50],"workflow":[52,127],"clinical":[54],"outcomes.":[55],"report,":[57],"as":[58,65,99,112],"prior":[60],"years,":[61],"should":[62],"seen":[64],"a":[66,202],"snapshot":[67],"of":[68,71,101,122],"use":[70,116],"imaging.":[74],"Compared":[75],"2021":[78],"survey,":[79],"respondents":[82,185],"expressed":[83],"wider":[84],"but":[87],"felt":[88],"this":[89],"was":[90,135],"behind":[91],"potential.":[93],"Specifically,":[94],"increased":[98,158],"sources":[100],"return":[102],"investment":[104],"with":[105,197],"radiology":[108],"are":[109],"better":[110],"understood":[111],"documented":[113],"by":[114],"vendor/client":[115],"case":[117],"studies.":[118],"Generally,":[119],"discussions":[121,150],"solutions":[124],"centered":[125],"triage,":[128],"visualization,":[129],"detection,":[130],"characterization.":[132],"Generative":[133],"also":[136],"mentioned":[137,187],"improving":[139],"productivity":[140,165],"reporting.":[142],"As":[143],"payor":[144],"reimbursement":[145],"remains":[146],"elusive,":[147],"ROI":[149,205],"expanded":[151],"look":[153],"at":[154,178],"other":[155],"factors,":[156],"including":[157],"hospital":[159],"procedures":[160],"admissions,":[162],"enhanced":[163],"radiologist":[164],"practices,":[167],"improved":[169],"patient":[170],"outcomes":[171],"integrated":[173],"health":[174],"networks.":[175],"When":[176],"looking":[177],"longer-term":[180],"horizon":[181],"adoption,":[184],"frequently":[186],"opportunity":[190],"achieve":[194],"greater":[195],"more":[198,203],"complex":[199],"manageable/visible":[204],"is":[206],"outside":[207],"USA.":[209],"Respondents":[210],"focused":[211],"trust":[216],"FDA":[221],"processes.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2025-10-10T00:00:00"}
