{"id":"https://openalex.org/W4412521598","doi":"https://doi.org/10.1186/s12880-025-01830-x","title":"A scoring model for preoperative differentiation of high-enhancement pancreatic ductal adenocarcinoma from mass-forming chronic pancreatitis","display_name":"A scoring model for preoperative differentiation of high-enhancement pancreatic ductal adenocarcinoma from mass-forming chronic pancreatitis","publication_year":2025,"publication_date":"2025-07-18","ids":{"openalex":"https://openalex.org/W4412521598","doi":"https://doi.org/10.1186/s12880-025-01830-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/40681974"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-01830-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01830-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-01830-x.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-01830-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113297276","display_name":"Jiaping Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaping Zhou","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351305","display_name":"Xiaojie Wang","orcid":"https://orcid.org/0000-0003-0530-3126"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojie Wang","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399688","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0003-1938-3796"},"institutions":[{"id":"https://openalex.org/I4210098570","display_name":"117th Hospital of People's Liberation Army","ror":"https://ror.org/015z4kn26","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098570"]},{"id":"https://openalex.org/I4210140800","display_name":"Hangzhou Xixi hospital","ror":"https://ror.org/04zkkh342","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Zhang","raw_affiliation_strings":["Department of Radiology, Hangzhou Ninth People's Hospital, Yilong Road 98#, Hangzhou, 311225, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Hangzhou Ninth People's Hospital, Yilong Road 98#, Hangzhou, 311225, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210098570","https://openalex.org/I4210140800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044630722","display_name":"Yao Pan","orcid":"https://orcid.org/0000-0002-8092-4865"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Pan","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357262","display_name":"Weilin Wang","orcid":"https://orcid.org/0000-0002-4380-5373"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weilin Wang","raw_affiliation_strings":["Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, Zhejiang Province, China. wam@zju.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, Zhejiang Province, China. wam@zju.edu.cn","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101952809","display_name":"Risheng Yu","orcid":"https://orcid.org/0000-0003-3424-8429"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Risheng Yu","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China. risheng-yu@zju.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Jiefang Road 88#, Hangzhou, 310009, Zhejiang Province, China. risheng-yu@zju.edu.cn","institution_ids":["https://openalex.org/I4210158318"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100357262","https://openalex.org/A5101952809"],"corresponding_institution_ids":["https://openalex.org/I4210158318"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23636829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"1","first_page":"290","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.9258000254631042,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.9258000254631042,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10760","display_name":"Pancreatitis Pathology and Treatment","score":0.06549999862909317,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10518","display_name":"Gallbladder and Bile Duct Disorders","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.8033623695373535},{"id":"https://openalex.org/keywords/pancreatic-duct","display_name":"Pancreatic duct","score":0.6836051344871521},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6820647716522217},{"id":"https://openalex.org/keywords/pancreatic-ductal-adenocarcinoma","display_name":"Pancreatic ductal adenocarcinoma","score":0.5888711214065552},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5593354105949402},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.5413065552711487},{"id":"https://openalex.org/keywords/pancreatitis","display_name":"Pancreatitis","score":0.5086608529090881},{"id":"https://openalex.org/keywords/pancreatic-cancer","display_name":"Pancreatic cancer","score":0.4911157786846161},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.47786301374435425},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.4488150477409363},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3028326630592346},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2849001884460449},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.15635016560554504}],"concepts":[{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.8033623695373535},{"id":"https://openalex.org/C2779960720","wikidata":"https://www.wikidata.org/wiki/Q668063","display_name":"Pancreatic duct","level":3,"score":0.6836051344871521},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6820647716522217},{"id":"https://openalex.org/C2992026798","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic ductal adenocarcinoma","level":4,"score":0.5888711214065552},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5593354105949402},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.5413065552711487},{"id":"https://openalex.org/C2775967933","wikidata":"https://www.wikidata.org/wiki/Q1527888","display_name":"Pancreatitis","level":2,"score":0.5086608529090881},{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.4911157786846161},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.47786301374435425},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.4488150477409363},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3028326630592346},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2849001884460449},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.15635016560554504}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010190","descriptor_name":"Pancreatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018395","descriptor_name":"CA-19-9 Antigen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D018395","descriptor_name":"CA-19-9 Antigen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D018395","descriptor_name":"CA-19-9 Antigen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D018395","descriptor_name":"CA-19-9 Antigen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D021441","descriptor_name":"Carcinoma, Pancreatic Ductal","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D050500","descriptor_name":"Pancreatitis, Chronic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-01830-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01830-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-01830-x.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40681974","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40681974","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:291cc9e673eb419a8190d26cbf346c55","is_oa":true,"landing_page_url":"https://doaj.org/article/291cc9e673eb419a8190d26cbf346c55","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 25, Iss 1, Pp 1-10 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12275298","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12275298","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,"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":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-025-01830-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01830-x","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-01830-x.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6100000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320326972","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412521598.pdf","grobid_xml":"https://content.openalex.org/works/W4412521598.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1968165492","https://openalex.org/W1974504452","https://openalex.org/W1979538859","https://openalex.org/W1986880502","https://openalex.org/W2036623800","https://openalex.org/W2037195555","https://openalex.org/W2040935952","https://openalex.org/W2067573699","https://openalex.org/W2108632649","https://openalex.org/W2128615042","https://openalex.org/W2158734599","https://openalex.org/W2182290275","https://openalex.org/W2212217845","https://openalex.org/W2373606074","https://openalex.org/W2412528815","https://openalex.org/W2502029410","https://openalex.org/W2577241916","https://openalex.org/W2800692122","https://openalex.org/W2805321849","https://openalex.org/W2807960456","https://openalex.org/W2886735707","https://openalex.org/W2890323947","https://openalex.org/W2911588011","https://openalex.org/W2918664136","https://openalex.org/W2956720606","https://openalex.org/W2971902814","https://openalex.org/W2977767151","https://openalex.org/W2983602260","https://openalex.org/W2989243352","https://openalex.org/W2999894778","https://openalex.org/W3016207021","https://openalex.org/W3032914447","https://openalex.org/W3044721459","https://openalex.org/W3051705681","https://openalex.org/W3093863854","https://openalex.org/W3119005666","https://openalex.org/W3169317753","https://openalex.org/W3197559541","https://openalex.org/W4206841660","https://openalex.org/W4211005896","https://openalex.org/W4315754639","https://openalex.org/W4378417219","https://openalex.org/W4387590657","https://openalex.org/W4395049266"],"related_works":["https://openalex.org/W3145873378","https://openalex.org/W2552414513","https://openalex.org/W2025542867","https://openalex.org/W2084508524","https://openalex.org/W2442475041","https://openalex.org/W2388049195","https://openalex.org/W2416611104","https://openalex.org/W195728468","https://openalex.org/W2022129751","https://openalex.org/W2035423916"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,65,165,193],"present":[2],"study":[3],"aimed":[4],"to":[5,57],"establish":[6],"a":[7,72],"scoring":[8,74,99,170,194,215],"model":[9,67,167,171,195,216],"for":[10,94,217],"the":[11,85,96,108,169,186,235],"differential":[12],"diagnosis":[13],"of":[14,175,230],"high-enhancement":[15],"pancreatic":[16,133,160],"ductal":[17],"adenocarcinoma":[18],"(hPDAC)":[19],"versus":[20],"mass-forming":[21],"chronic":[22],"pancreatitis":[23],"(MFCP).":[24],"METHODS:":[25],"A":[26,211,228],"retrospective":[27],"analysis":[28],"was":[29,68,196,222],"conducted":[30],"on":[31],"81":[32],"patients:":[33],"40":[34],"with":[35,39],"MFCP":[36,204,221],"and":[37,42,50,61,89,98,132,159,168,177,205,213],"41":[38],"hPDAC.":[40,209],"Demographic":[41],"imaging":[43],"characteristics":[44],"were":[45,55,92,105,141],"collected.":[46],"Univariate,":[47],"ridge":[48],"regression":[49,53],"binary":[51],"logistic":[52],"analyses":[54],"performed":[56],"identify":[58],"independent":[59,103],"predictors":[60,104],"develop":[62],"diagnostic":[63,226],"models.":[64,100],"clinicoradiological":[66,97,109,166],"subsequently":[69],"converted":[70],"into":[71,198],"weighted":[73],"model.":[75,241],"Calibration":[76],"tests,":[77],"receiver":[78],"operating":[79],"characteristic":[80],"(ROC)":[81],"curves,":[82],"area":[83],"under":[84],"ROC":[86],"curve":[87],"(AUC),":[88],"cut-off":[90,135],"points":[91,202,207,232],"assessed":[93],"both":[95],"RESULTS:":[101],"Four":[102],"included":[106],"in":[107,239],"model:":[110],"lesion":[111,127,150,155],"size":[112],"(p":[113,123,129,136,188],"=":[114,124,130,137,189],"0.012),":[115],"carbohydrate":[116],"antigen":[117],"19":[118],"-":[119],"9":[120],"(CA19-9)":[121],"elevate":[122],"0.003),":[125],"irregular":[126,154],"shape":[128],"0.024),":[131],"duct":[134,161],"0.003).":[138],"Weighted":[139],"scores":[140],"assigned":[142],"as":[143,234],"follows:":[144],"CA19-9":[145],"elevate,":[146],"6":[147],"points;":[148,153,158],"smaller":[149],"size,":[151],"2":[152,157],"shape,":[156],"cut-off,":[162],"7":[163],"points.":[164],"exhibited":[172],"AUC":[173],"values":[174],"0.986":[176],"0.940,":[178],"respectively,":[179],"revealed":[180],"no":[181],"significantly":[182],"difference":[183],"observed":[184],"between":[185],"two":[187,199],"0.073,":[190],"DeLong":[191],"test).":[192],"stratified":[197],"ranges:":[200],"0-8":[201],"indicating":[203,208],"9-17":[206],"CONCLUSIONS:":[210],"concise":[212],"practical":[214],"differentiating":[218],"hPDAC":[219],"from":[220],"developed,":[223],"demonstrating":[224],"strong":[225],"performance.":[227],"score":[229],"8":[231],"serves":[233],"key":[236],"demarcation":[237],"line":[238],"this":[240]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
