{"id":"https://openalex.org/W4307229392","doi":"https://doi.org/10.7150/thno.77949","title":"Artificial intelligence in pancreatic cancer","display_name":"Artificial intelligence in pancreatic cancer","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4307229392","doi":"https://doi.org/10.7150/thno.77949","pmid":"https://pubmed.ncbi.nlm.nih.gov/36276650","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9576619"},"language":"en","primary_location":{"id":"doi:10.7150/thno.77949","doi":"https://doi.org/10.7150/thno.77949","is_oa":true,"landing_page_url":"https://doi.org/10.7150/thno.77949","pdf_url":"https://www.thno.org/v12p6931.pdf","source":{"id":"https://openalex.org/S2482500137","display_name":"Theranostics","issn_l":"1838-7640","issn":["1838-7640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317973","host_organization_name":"Ivyspring International Publisher","host_organization_lineage":["https://openalex.org/P4310317973"],"host_organization_lineage_names":["Ivyspring International Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theranostics","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.thno.org/v12p6931.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bowen Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Huang","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","School of Medicine, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659997","display_name":"Haoran Huang","orcid":"https://orcid.org/0000-0002-6124-3175","observed_orcids":["https://orcid.org/0000-0002-6124-3175"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Huang","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","School of Medicine, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759005","display_name":"Shuting Zhang","orcid":"https://orcid.org/0000-0001-6932-0131","observed_orcids":["https://orcid.org/0000-0001-6932-0131","https://orcid.org/0009-0004-4841-3151"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuting Zhang","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","School of Medicine, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080176789","display_name":"Dingyue Zhang","orcid":"https://orcid.org/0000-0002-0826-0400","observed_orcids":["https://orcid.org/0000-0002-0826-0400","https://orcid.org/0009-0006-0406-2710"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingyue Zhang","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","School of Medicine, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031075731","display_name":"Qingya Shi","orcid":"https://orcid.org/0000-0001-9724-3743","observed_orcids":["https://orcid.org/0000-0001-9724-3743"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingya Shi","raw_affiliation_strings":["School of Medicine, Tsinghua University, Beijing, 100084, China",". Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":". Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079591368","display_name":"Jianzhou Liu","orcid":"https://orcid.org/0000-0002-3721-6871","observed_orcids":["https://orcid.org/0000-0002-3721-6871"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhou Liu","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China",". School of Medicine, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":". School of Medicine, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017604963","display_name":"Junchao Guo","orcid":"https://orcid.org/0000-0002-7878-8315","observed_orcids":["https://orcid.org/0000-0002-7878-8315"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junchao Guo","raw_affiliation_strings":["Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017604963"],"corresponding_institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"],"apc_list":{"value":2500,"currency":"AUD","value_usd":1671},"apc_paid":{"value":2500,"currency":"AUD","value_usd":1671},"fwci":1.8142,"has_fulltext":true,"cited_by_count":149,"citation_normalized_percentile":{"value":0.87744459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"12","issue":"16","first_page":"6931","last_page":"6954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.7490000128746033,"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":0.7490000128746033,"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":0.08619999885559082,"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":0.08290000259876251,"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-cancer","display_name":"pancreatic cancer","score":0.9700000286102295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9980000257492065},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.9409999847412109},{"id":"https://openalex.org/keywords/tumor-screening","display_name":"cancer screening","score":0.9470000267028809},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8299999833106995},{"id":"https://openalex.org/keywords/survival-prediction","display_name":"survival prediction","score":0.6370000243186951},{"id":"https://openalex.org/keywords/risk-of-recurrence","display_name":"recurrence risk","score":0.7110000252723694},{"id":"https://openalex.org/keywords/metastasis-prediction","display_name":"metastasis prediction","score":0.8579999804496765},{"id":"https://openalex.org/keywords/treatment-response-prediction","display_name":"treatment response prediction","score":0.7630000114440918},{"id":"https://openalex.org/keywords/tumor-markers","display_name":"tumor markers","score":0.7369999885559082},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.734000027179718},{"id":"https://openalex.org/keywords/health-records","display_name":"health records","score":0.5249999761581421}],"concepts":[{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.9138010740280151},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6095790863037109},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5885337591171265},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5717971920967102},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.49058690667152405},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3753676414489746},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3438461422920227},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.32821354269981384}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.7150/thno.77949","doi":"https://doi.org/10.7150/thno.77949","is_oa":true,"landing_page_url":"https://doi.org/10.7150/thno.77949","pdf_url":"https://www.thno.org/v12p6931.pdf","source":{"id":"https://openalex.org/S2482500137","display_name":"Theranostics","issn_l":"1838-7640","issn":["1838-7640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317973","host_organization_name":"Ivyspring International Publisher","host_organization_lineage":["https://openalex.org/P4310317973"],"host_organization_lineage_names":["Ivyspring International Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theranostics","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9576619","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9576619","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":"Theranostics","raw_type":"Text"},{"id":"pmid:36276650","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36276650","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":"Theranostics","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.7150/thno.77949","doi":"https://doi.org/10.7150/thno.77949","is_oa":true,"landing_page_url":"https://doi.org/10.7150/thno.77949","pdf_url":"https://www.thno.org/v12p6931.pdf","source":{"id":"https://openalex.org/S2482500137","display_name":"Theranostics","issn_l":"1838-7640","issn":["1838-7640"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317973","host_organization_name":"Ivyspring International Publisher","host_organization_lineage":["https://openalex.org/P4310317973"],"host_organization_lineage_names":["Ivyspring International Publisher"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theranostics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":1.0}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5371131645","display_name":null,"funder_award_id":"81972324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6389825271","display_name":null,"funder_award_id":"2021-I2M-1-002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4307229392.pdf","grobid_xml":"https://content.openalex.org/works/W4307229392.grobid-xml"},"referenced_works_count":291,"referenced_works":["https://openalex.org/W1901616594","https://openalex.org/W1909740415","https://openalex.org/W1965302838","https://openalex.org/W1973645357","https://openalex.org/W1986033642","https://openalex.org/W1990334093","https://openalex.org/W1997664212","https://openalex.org/W1997796151","https://openalex.org/W2010393002","https://openalex.org/W2019214567","https://openalex.org/W2026603947","https://openalex.org/W2029582007","https://openalex.org/W2041657664","https://openalex.org/W2044919339","https://openalex.org/W2050339021","https://openalex.org/W2063569759","https://openalex.org/W2064141899","https://openalex.org/W2064271959","https://openalex.org/W2067739488","https://openalex.org/W2072274183","https://openalex.org/W2079537430","https://openalex.org/W2083823724","https://openalex.org/W2086664362","https://openalex.org/W2102281237","https://openalex.org/W2108743893","https://openalex.org/W2114378747","https://openalex.org/W2116258037","https://openalex.org/W2117315259","https://openalex.org/W2124733712","https://openalex.org/W2128739912","https://openalex.org/W2129018774","https://openalex.org/W2135029798","https://openalex.org/W2151253787","https://openalex.org/W2157647765","https://openalex.org/W2158698691","https://openalex.org/W2165480504","https://openalex.org/W2206383313","https://openalex.org/W2260514696","https://openalex.org/W2264499887","https://openalex.org/W2280351290","https://openalex.org/W2295124130","https://openalex.org/W2304258614","https://openalex.org/W2313339984","https://openalex.org/W2397239168","https://openalex.org/W2409649574","https://openalex.org/W2522628784","https://openalex.org/W2525984666","https://openalex.org/W2529340390","https://openalex.org/W2534587882","https://openalex.org/W2550999023","https://openalex.org/W2578528809","https://openalex.org/W2600541544","https://openalex.org/W2734591476","https://openalex.org/W2742415644","https://openalex.org/W2748710555","https://openalex.org/W2753830149","https://openalex.org/W2762354841","https://openalex.org/W2763051641","https://openalex.org/W2771535110","https://openalex.org/W2789758093","https://openalex.org/W2796854304","https://openalex.org/W2800389517","https://openalex.org/W2807593075","https://openalex.org/W2808634372","https://openalex.org/W2889985719","https://openalex.org/W2891642409","https://openalex.org/W2892172066","https://openalex.org/W2894773372","https://openalex.org/W2895763047","https://openalex.org/W2897240599","https://openalex.org/W2898368508","https://openalex.org/W2900266626","https://openalex.org/W2900549965","https://openalex.org/W2908201961","https://openalex.org/W2908875379","https://openalex.org/W2909786746","https://openalex.org/W2911485191","https://openalex.org/W2912652107","https://openalex.org/W2913413342","https://openalex.org/W2914148690","https://openalex.org/W2919115771","https://openalex.org/W2921693296","https://openalex.org/W2934399013","https://openalex.org/W2941574308","https://openalex.org/W2941775353","https://openalex.org/W2943052259","https://openalex.org/W2943053834","https://openalex.org/W2943491685","https://openalex.org/W2945284524","https://openalex.org/W2947989913","https://openalex.org/W2950947832","https://openalex.org/W2951195084","https://openalex.org/W2951743624","https://openalex.org/W2953404953","https://openalex.org/W2953570019","https://openalex.org/W2954296981","https://openalex.org/W2954610188","https://openalex.org/W2957859404","https://openalex.org/W2963026948","https://openalex.org/W2963690508","https://openalex.org/W2964065884","https://openalex.org/W2964317695","https://openalex.org/W2965010580","https://openalex.org/W2965632766","https://openalex.org/W2966327452","https://openalex.org/W2966826235","https://openalex.org/W2970602317","https://openalex.org/W2971598240","https://openalex.org/W2974936123","https://openalex.org/W2978906693","https://openalex.org/W2979283201","https://openalex.org/W2981000855","https://openalex.org/W2981313139","https://openalex.org/W2982580298","https://openalex.org/W2982725911","https://openalex.org/W2984353870","https://openalex.org/W2990550398","https://openalex.org/W2991574913","https://openalex.org/W3001475835","https://openalex.org/W3002446237","https://openalex.org/W3003153135","https://openalex.org/W3003996315","https://openalex.org/W3004124470","https://openalex.org/W3005060603","https://openalex.org/W3006104185","https://openalex.org/W3008058947","https://openalex.org/W3008804813","https://openalex.org/W3009252706","https://openalex.org/W3009634384","https://openalex.org/W3009785512","https://openalex.org/W3010042238","https://openalex.org/W3013418805","https://openalex.org/W3013874260","https://openalex.org/W3016902347","https://openalex.org/W3017351014","https://openalex.org/W3019488313","https://openalex.org/W3019884544","https://openalex.org/W3019913914","https://openalex.org/W3023640369","https://openalex.org/W3025161810","https://openalex.org/W3029881688","https://openalex.org/W3038014358","https://openalex.org/W3042815543","https://openalex.org/W3043218287","https://openalex.org/W3047352808","https://openalex.org/W3047396801","https://openalex.org/W3048208816","https://openalex.org/W3051705681","https://openalex.org/W3080799718","https://openalex.org/W3080963454","https://openalex.org/W3081515813","https://openalex.org/W3082117689","https://openalex.org/W3083787358","https://openalex.org/W3084298108","https://openalex.org/W3085806799","https://openalex.org/W3086152929","https://openalex.org/W3086268209","https://openalex.org/W3086667591","https://openalex.org/W3087232085","https://openalex.org/W3090755843","https://openalex.org/W3090832565","https://openalex.org/W3091421761","https://openalex.org/W3092422480","https://openalex.org/W3092494386","https://openalex.org/W3093426589","https://openalex.org/W3093636382","https://openalex.org/W3094159415","https://openalex.org/W3094318553","https://openalex.org/W3095135394","https://openalex.org/W3095722684","https://openalex.org/W3096176742","https://openalex.org/W3099098707","https://openalex.org/W3103675435","https://openalex.org/W3104135675","https://openalex.org/W3107021986","https://openalex.org/W3107396867","https://openalex.org/W3107439287","https://openalex.org/W3112046093","https://openalex.org/W3112124433","https://openalex.org/W3113348229","https://openalex.org/W3119571155","https://openalex.org/W3121116615","https://openalex.org/W3121939634","https://openalex.org/W3124439729","https://openalex.org/W3128646645","https://openalex.org/W3129225458","https://openalex.org/W3129789671","https://openalex.org/W3133046700","https://openalex.org/W3134934224","https://openalex.org/W3136031576","https://openalex.org/W3136051938","https://openalex.org/W3138718394","https://openalex.org/W3138961261","https://openalex.org/W3143784018","https://openalex.org/W3144138202","https://openalex.org/W3145874921","https://openalex.org/W3146345129","https://openalex.org/W3146669182","https://openalex.org/W3147514193","https://openalex.org/W3149606706","https://openalex.org/W3151001975","https://openalex.org/W3152490666","https://openalex.org/W3152847844","https://openalex.org/W3153942604","https://openalex.org/W3153990350","https://openalex.org/W3155775572","https://openalex.org/W3157682018","https://openalex.org/W3162300195","https://openalex.org/W3162949857","https://openalex.org/W3163098207","https://openalex.org/W3163421818","https://openalex.org/W3163692652","https://openalex.org/W3164027647","https://openalex.org/W3164089558","https://openalex.org/W3164378056","https://openalex.org/W3166054751","https://openalex.org/W3167522509","https://openalex.org/W3167687694","https://openalex.org/W3169317753","https://openalex.org/W3171227195","https://openalex.org/W3173708468","https://openalex.org/W3174349641","https://openalex.org/W3175137579","https://openalex.org/W3176808606","https://openalex.org/W3183248097","https://openalex.org/W3188419072","https://openalex.org/W3189278858","https://openalex.org/W3190311733","https://openalex.org/W3190512343","https://openalex.org/W3192018169","https://openalex.org/W3192716646","https://openalex.org/W3193868508","https://openalex.org/W3194150547","https://openalex.org/W3194599467","https://openalex.org/W3197233015","https://openalex.org/W3197392114","https://openalex.org/W3199725740","https://openalex.org/W3200158435","https://openalex.org/W3200224047","https://openalex.org/W3200445016","https://openalex.org/W3201088167","https://openalex.org/W3204312334","https://openalex.org/W3206354798","https://openalex.org/W3207160118","https://openalex.org/W3207837664","https://openalex.org/W3210221738","https://openalex.org/W3212093805","https://openalex.org/W3213023845","https://openalex.org/W3215235441","https://openalex.org/W3217181051","https://openalex.org/W4200415931","https://openalex.org/W4205196780","https://openalex.org/W4205592176","https://openalex.org/W4206293467","https://openalex.org/W4206841660","https://openalex.org/W4210658394","https://openalex.org/W4211253487","https://openalex.org/W4214479058","https://openalex.org/W4214501243","https://openalex.org/W4214669832","https://openalex.org/W4214870515","https://openalex.org/W4214933857","https://openalex.org/W4220708658","https://openalex.org/W4221019801","https://openalex.org/W4221077725","https://openalex.org/W4221102821","https://openalex.org/W4223903020","https://openalex.org/W4224285272","https://openalex.org/W4225518034","https://openalex.org/W4226022667","https://openalex.org/W4226156060","https://openalex.org/W4226506612","https://openalex.org/W4249579699","https://openalex.org/W4253987207","https://openalex.org/W4256750484","https://openalex.org/W4281727883","https://openalex.org/W4282963663","https://openalex.org/W4283026748","https://openalex.org/W4283519547","https://openalex.org/W4283780227","https://openalex.org/W4283825971","https://openalex.org/W4287509726","https://openalex.org/W4288046608","https://openalex.org/W4297964528","https://openalex.org/W4386181224","https://openalex.org/W6691462800","https://openalex.org/W6775022205","https://openalex.org/W6784683921","https://openalex.org/W6809054969","https://openalex.org/W6831285852","https://openalex.org/W7073774115"],"related_works":["https://openalex.org/W7163888040","https://openalex.org/W4409234316","https://openalex.org/W7111349848","https://openalex.org/W7160989621","https://openalex.org/W3212014435","https://openalex.org/W3147514193","https://openalex.org/W4380052873","https://openalex.org/W4411600312","https://openalex.org/W4401399905","https://openalex.org/W7219436719"],"abstract_inverted_index":{"Pancreatic":[0],"cancer":[1,17,51,66,112,152,170,197],"is":[2,67,75,84,147],"the":[3,60,69,79,116,119,129,141,199],"deadliest":[4],"disease,":[5,59],"with":[6,20,33,40],"a":[7,24,57,173],"five-year":[8],"overall":[9,26],"survival":[10,27,130],"rate":[11],"of":[12,28,49,64,71,81,89],"just":[13],"11%.":[14],"The":[15],"pancreatic":[16,50,65,111,151,169,196],"patients":[18],"diagnosed":[19,39],"early":[21,41,44,47,90],"screening":[22,62,110],"have":[23],"median":[25],"nearly":[29],"ten":[30],"years,":[31],"compared":[32],"1.5":[34],"years":[35],"for":[36,168],"those":[37],"not":[38,76,85],"screening.":[42],"Therefore,":[43],"diagnosis":[45,161],"and":[46,78,106,135,181],"treatment":[48,82],"are":[52],"particularly":[53],"critical.":[54],"However,":[55],"as":[56],"rare":[58],"general":[61],"cost":[63],"high,":[68],"accuracy":[70],"existing":[72],"tumor":[73],"markers":[74],"enough,":[77],"efficacy":[80],"methods":[83],"exact.":[86],"In":[87,143],"terms":[88],"diagnosis,":[91],"artificial":[92,120,145],"intelligence":[93,121,146],"technology":[94],"can":[95,123],"quickly":[96],"locate":[97],"high-risk":[98],"groups":[99],"through":[100],"medical":[101,156],"images,":[102],"pathological":[103],"examination,":[104],"biomarkers,":[105],"other":[107],"aspects,":[108],"then":[109],"lesions":[113],"early.":[114],"At":[115],"same":[117],"time,":[118,131],"algorithm":[122],"also":[124],"be":[125],"used":[126,149],"to":[127,203],"predict":[128],"recurrence":[132],"risk,":[133],"metastasis,":[134],"therapy":[136],"response":[137],"which":[138],"could":[139],"affect":[140],"prognosis.":[142],"addition,":[144],"widely":[148],"in":[150,165,194,198],"health":[153],"records,":[154],"estimating":[155],"imaging":[157],"parameters,":[158],"developing":[159],"computer-aided":[160],"systems,":[162],"etc.":[163],"Advances":[164],"AI":[166],"applications":[167],"will":[171,189],"require":[172],"concerted":[174],"effort":[175],"among":[176],"clinicians,":[177],"basic":[178],"scientists,":[179],"statisticians,":[180],"engineers.":[182],"Although":[183],"it":[184,188],"has":[185],"some":[186],"limitations,":[187],"play":[190],"an":[191],"essential":[192],"role":[193],"overcoming":[195],"foreseeable":[200],"future":[201],"due":[202],"its":[204],"mighty":[205],"computing":[206],"power.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":29},{"year":2025,"cited_by_count":55},{"year":2024,"cited_by_count":42},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-10-30T00:00:00"}