{"id":"https://openalex.org/W4391883983","doi":"https://doi.org/10.3390/diagnostics14040438","title":"Pancreatic Adenocarcinoma: Imaging Modalities and the Role of Artificial Intelligence in Analyzing CT and MRI Images","display_name":"Pancreatic Adenocarcinoma: Imaging Modalities and the Role of Artificial Intelligence in Analyzing CT and MRI Images","publication_year":2024,"publication_date":"2024-02-16","ids":{"openalex":"https://openalex.org/W4391883983","doi":"https://doi.org/10.3390/diagnostics14040438","pmid":"https://pubmed.ncbi.nlm.nih.gov/38396476","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10887967"},"language":"en","primary_location":{"id":"doi:10.3390/diagnostics14040438","doi":"https://doi.org/10.3390/diagnostics14040438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics14040438","pdf_url":"https://www.mdpi.com/2075-4418/14/4/438/pdf?version=1708081570","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-4418/14/4/438/pdf?version=1708081570","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102945684","display_name":"Cristian Anghel","orcid":"https://orcid.org/0009-0008-4602-7838","observed_orcids":["https://orcid.org/0009-0008-4602-7838","https://orcid.org/0009-0005-2258-7935"]},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]},{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristian Anghel","raw_affiliation_strings":["Carol Davila University of Medicine and Pharmacy Bucharest , Romania","Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0009-0008-4602-7838","affiliations":[{"raw_affiliation_string":"Carol Davila University of Medicine and Pharmacy Bucharest , Romania","institution_ids":["https://openalex.org/I162051807"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062170349","display_name":"Mugur Cristian Grasu","orcid":"https://orcid.org/0000-0001-8413-2307","observed_orcids":["https://orcid.org/0000-0001-8413-2307"]},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]},{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Grasu Cristian Mugur","raw_affiliation_strings":["Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Denisa Andreea Anghel","orcid":"https://orcid.org/0009-0003-1425-8133","observed_orcids":["https://orcid.org/0009-0003-1425-8133"]},"institutions":[{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Denisa Andreea Anghel","raw_affiliation_strings":["Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0009-0003-1425-8133","affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006548828","display_name":"Gina-Ionela Rusu-Munteanu","orcid":"https://orcid.org/0009-0003-0381-9150","observed_orcids":["https://orcid.org/0009-0003-0381-9150"]},"institutions":[{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Gina Ionela Rusu-Munteanu","raw_affiliation_strings":["Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073814459","display_name":"Radu Lucian Dumitru","orcid":"https://orcid.org/0000-0002-5618-5927","observed_orcids":["https://orcid.org/0000-0002-5618-5927"]},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]},{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Radu Lucian Dumitru","raw_affiliation_strings":["Carol Davila University of Medicine and Pharmacy Bucharest , Romania","Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carol Davila University of Medicine and Pharmacy Bucharest , Romania","institution_ids":["https://openalex.org/I162051807"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079693848","display_name":"Ioana Gabriela Lupescu","orcid":"https://orcid.org/0000-0002-8354-9511","observed_orcids":["https://orcid.org/0000-0002-8354-9511"]},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]},{"id":"https://openalex.org/I4210161296","display_name":"Institutul Clinic Fundeni","ror":"https://ror.org/05w6fx554","country_code":"RO","type":"healthcare","lineage":["https://openalex.org/I4210161296"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioana Gabriela Lupescu","raw_affiliation_strings":["Carol Davila University of Medicine and Pharmacy Bucharest , Romania","Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0002-8354-9511","affiliations":[{"raw_affiliation_string":"Carol Davila University of Medicine and Pharmacy Bucharest , Romania","institution_ids":["https://openalex.org/I162051807"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging , Fundeni Clinical Institute , Bucharest , Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania","institution_ids":["https://openalex.org/I4210161296"]},{"raw_affiliation_string":"Faculty of Medicine, Departament of Medical Imaging and Interventional Radiology, Carol Davila University of Medicine and Pharmacy Bucharest, 020021 Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062170349"],"corresponding_institution_ids":["https://openalex.org/I162051807","https://openalex.org/I4210161296"],"apc_list":{"value":2600,"currency":"CHF","value_usd":2955},"apc_paid":{"value":2600,"currency":"CHF","value_usd":2955},"fwci":0.5521,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.57797428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"14","issue":"4","first_page":"438","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.739300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.739300012588501,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.1842000037431717,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04639999940991402,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pancreatic-ductal-adenocarcinoma","display_name":"pancreatic ductal adenocarcinoma","score":0.9990000128746033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9160000085830688},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"computed tomography","score":0.7360000014305115},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"magnetic resonance imaging","score":0.9990000128746033},{"id":"https://openalex.org/keywords/tumor-detection","display_name":"tumor detection","score":0.9520000219345093},{"id":"https://openalex.org/keywords/lesion-segmentation","display_name":"lesion segmentation","score":0.765999972820282},{"id":"https://openalex.org/keywords/tumor-classification","display_name":"tumor classification","score":0.7440000176429749},{"id":"https://openalex.org/keywords/differential-diagnosis","display_name":"differential diagnosis","score":0.9470000267028809},{"id":"https://openalex.org/keywords/prognosis-prediction","display_name":"outcome prediction","score":0.777999997138977},{"id":"https://openalex.org/keywords/genomic-prediction","display_name":"genomic prediction","score":0.9480000138282776}],"concepts":[{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5435859560966492},{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.5408703684806824},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5400482416152954},{"id":"https://openalex.org/C2992026798","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic ductal adenocarcinoma","level":4,"score":0.5268743634223938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5210156440734863},{"id":"https://openalex.org/C2780801072","wikidata":"https://www.wikidata.org/wiki/Q837512","display_name":"Differential diagnosis","level":2,"score":0.47493770718574524},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.46387043595314026},{"id":"https://openalex.org/C2778764654","wikidata":"https://www.wikidata.org/wiki/Q9618","display_name":"Pancreas","level":2,"score":0.43650075793266296},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42947518825531006},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4204517900943756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40794986486434937},{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.3642447292804718},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2599879801273346},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.25534218549728394},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.18108662962913513},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10041549801826477},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/diagnostics14040438","doi":"https://doi.org/10.3390/diagnostics14040438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics14040438","pdf_url":"https://www.mdpi.com/2075-4418/14/4/438/pdf?version=1708081570","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},{"id":"doi:10.20944/preprints202401.0904.v1","doi":"https://doi.org/10.20944/preprints202401.0904.v1","is_oa":true,"landing_page_url":"https://doi.org/10.20944/preprints202401.0904.v1","pdf_url":"https://www.preprints.org/manuscript/202401.0904/v1/download","source":{"id":"https://openalex.org/S6309402219","display_name":"Preprints.org","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:10887967","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10887967","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10887967/pdf/diagnostics-14-00438.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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics (Basel)","raw_type":"Text"},{"id":"pmid:38396476","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38396476","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":"Diagnostics (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:561a9ff376954ad4b9f3b60aec0ae78d","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/561a9ff376954ad4b9f3b60aec0ae78d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diagnostics, Vol 14, Iss 4, p 438 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/diagnostics14040438","doi":"https://doi.org/10.3390/diagnostics14040438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/diagnostics14040438","pdf_url":"https://www.mdpi.com/2075-4418/14/4/438/pdf?version=1708081570","source":{"id":"https://openalex.org/S4210172076","display_name":"Diagnostics","issn_l":"2075-4418","issn":["2075-4418"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diagnostics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9922999739646912}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391883983.pdf","grobid_xml":"https://content.openalex.org/works/W4391883983.grobid-xml"},"referenced_works_count":117,"referenced_works":["https://openalex.org/W248424136","https://openalex.org/W377632744","https://openalex.org/W1499777818","https://openalex.org/W1971453924","https://openalex.org/W1974179475","https://openalex.org/W1985998042","https://openalex.org/W1998964655","https://openalex.org/W2004023255","https://openalex.org/W2025262971","https://openalex.org/W2029582007","https://openalex.org/W2050023459","https://openalex.org/W2051942884","https://openalex.org/W2143228540","https://openalex.org/W2155146717","https://openalex.org/W2161497232","https://openalex.org/W2168640625","https://openalex.org/W2174661749","https://openalex.org/W2289612910","https://openalex.org/W2304258614","https://openalex.org/W2333132226","https://openalex.org/W2346343836","https://openalex.org/W2409649574","https://openalex.org/W2412782625","https://openalex.org/W2491220498","https://openalex.org/W2531409750","https://openalex.org/W2560633348","https://openalex.org/W2570192990","https://openalex.org/W2588753314","https://openalex.org/W2683486796","https://openalex.org/W2767128594","https://openalex.org/W2774806773","https://openalex.org/W2797038701","https://openalex.org/W2800693655","https://openalex.org/W2809785120","https://openalex.org/W2809848353","https://openalex.org/W2893299523","https://openalex.org/W2912989244","https://openalex.org/W2915126261","https://openalex.org/W2923430339","https://openalex.org/W2941574308","https://openalex.org/W2943347371","https://openalex.org/W2972260430","https://openalex.org/W2979458288","https://openalex.org/W2979744002","https://openalex.org/W2980460791","https://openalex.org/W2982445057","https://openalex.org/W2985260969","https://openalex.org/W2995646698","https://openalex.org/W3004124470","https://openalex.org/W3004506391","https://openalex.org/W3005479502","https://openalex.org/W3010519118","https://openalex.org/W3015411702","https://openalex.org/W3015475415","https://openalex.org/W3022932443","https://openalex.org/W3042066439","https://openalex.org/W3042815543","https://openalex.org/W3080363237","https://openalex.org/W3080963454","https://openalex.org/W3082683741","https://openalex.org/W3084298108","https://openalex.org/W3094406339","https://openalex.org/W3098585559","https://openalex.org/W3127382155","https://openalex.org/W3130638775","https://openalex.org/W3136300884","https://openalex.org/W3145874921","https://openalex.org/W3147514193","https://openalex.org/W3149377276","https://openalex.org/W3155775572","https://openalex.org/W3157202711","https://openalex.org/W3163098207","https://openalex.org/W3172681723","https://openalex.org/W3177681144","https://openalex.org/W3183302989","https://openalex.org/W3186721627","https://openalex.org/W3197392114","https://openalex.org/W3204013916","https://openalex.org/W3215287851","https://openalex.org/W3217415712","https://openalex.org/W4200079013","https://openalex.org/W4205196780","https://openalex.org/W4211230656","https://openalex.org/W4221102821","https://openalex.org/W4226022667","https://openalex.org/W4281876958","https://openalex.org/W4282963663","https://openalex.org/W4283217636","https://openalex.org/W4283780227","https://openalex.org/W4283825971","https://openalex.org/W4285741071","https://openalex.org/W4285796925","https://openalex.org/W4286471656","https://openalex.org/W4290973480","https://openalex.org/W4294750616","https://openalex.org/W4296435843","https://openalex.org/W4300688132","https://openalex.org/W4309267400","https://openalex.org/W4311864884","https://openalex.org/W4312141111","https://openalex.org/W4312657819","https://openalex.org/W4315754639","https://openalex.org/W4319216509","https://openalex.org/W4321789421","https://openalex.org/W4322743334","https://openalex.org/W4361007672","https://openalex.org/W4366975505","https://openalex.org/W4377014090","https://openalex.org/W4381741324","https://openalex.org/W4383956927","https://openalex.org/W4384037145","https://openalex.org/W4386295956","https://openalex.org/W4386325655","https://openalex.org/W4386419776","https://openalex.org/W4388834713","https://openalex.org/W4389079935","https://openalex.org/W6902995573"],"related_works":["https://openalex.org/W3090755843","https://openalex.org/W4383956927","https://openalex.org/W4285796925","https://openalex.org/W4405878181","https://openalex.org/W3145874921","https://openalex.org/W4410856342","https://openalex.org/W4412491198","https://openalex.org/W7126214440","https://openalex.org/W7157619650","https://openalex.org/W4392790090"],"abstract_inverted_index":{"Pancreatic":[0],"ductal":[1],"adenocarcinoma":[2],"(PDAC)":[3],"stands":[4],"out":[5],"as":[6],"the":[7,12,57,63,74,79,85,110],"predominant":[8],"malignant":[9],"neoplasm":[10],"affecting":[11],"pancreas,":[13],"characterized":[14],"by":[15],"a":[16,26,103,124],"poor":[17],"prognosis,":[18,94],"in":[19,25,35,56,66,70,78,91,115,123],"most":[20],"cases":[21],"patients":[22],"being":[23],"diagnosed":[24],"nonresectable":[27],"stage.":[28],"Image-based":[29],"artificial":[30],"intelligence":[31],"(AI)":[32],"models":[33,119],"implemented":[34,122],"tumor":[36],"detection,":[37],"segmentation,":[38],"and":[39,48,61,87,95,97,108],"classification":[40,88],"could":[41],"improve":[42],"diagnosis":[43],"with":[44],"better":[45],"treatment":[46],"options":[47],"increased":[49],"survival.":[50],"This":[51],"review":[52],"included":[53],"papers":[54],"published":[55],"last":[58],"five":[59],"years":[60],"describes":[62],"current":[64],"trends":[65],"AI":[67,77,118],"algorithms":[68,89],"used":[69,90],"PDAC.":[71],"We":[72],"analyzed":[73],"applications":[75],"of":[76,81,84,105],"detection":[80],"PDAC,":[82],"segmentation":[83],"lesion,":[86],"differential":[92],"diagnosis,":[93],"histopathological":[96],"genomic":[98],"prediction.":[99],"The":[100],"results":[101],"show":[102],"lack":[104],"multi-institutional":[106],"collaboration":[107],"stresses":[109],"need":[111],"for":[112,117],"bigger":[113],"datasets":[114],"order":[116],"to":[120],"be":[121],"clinically":[125],"relevant":[126],"manner.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-02-17T00:00:00"}