{"id":"https://openalex.org/W4399861197","doi":"https://doi.org/10.1186/s12880-024-01339-9","title":"A deep learning-powered diagnostic model for acute pancreatitis","display_name":"A deep learning-powered diagnostic model for acute pancreatitis","publication_year":2024,"publication_date":"2024-06-20","ids":{"openalex":"https://openalex.org/W4399861197","doi":"https://doi.org/10.1186/s12880-024-01339-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/38902660"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01339-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01339-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01339-9","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://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01339-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115603649","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0002-3554-8418"},"institutions":[{"id":"https://openalex.org/I4210093384","display_name":"Third People's Hospital of Chengdu","ror":"https://ror.org/00ebdgr24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093384"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["Department of Intensive Care Medicine, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4210093384","https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jin Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Peng","raw_affiliation_strings":["Department of Histology and Neuroscience, Sichuan University, Chengdu, China","Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Histology and Neuroscience, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]},{"raw_affiliation_string":"Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100638783","display_name":"Lu Wang","orcid":"https://orcid.org/0000-0002-4164-9119"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Wang","raw_affiliation_strings":["Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698936","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-9750-324X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"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":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Department of Clinical Nutrition, Peking Union Medical College Hospital, Beijing, China","Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Nutrition, Peking Union Medical College Hospital, Beijing, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344320","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0001-6959-7122"},"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":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Department of Clinical Nutrition, Peking Union Medical College Hospital, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Nutrition, Peking Union Medical College Hospital, Beijing, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025805718","display_name":"Mingwei Sun","orcid":"https://orcid.org/0000-0002-0974-6525"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming-wei Sun","raw_affiliation_strings":["Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113231958","display_name":"Hua Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hua Jiang","raw_affiliation_strings":["Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Institute for Emergency and Disaster Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Sichuan Provincial Clinical Research Center for Emergency and Critical Care, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China. jianghua@uestc.edu.cn","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Department of Emergency Medicine, School of Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113231958"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":11.341,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.99082641,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"154","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10760","display_name":"Pancreatitis Pathology and Treatment","score":0.9764000177383423,"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"}},"topics":[{"id":"https://openalex.org/T10760","display_name":"Pancreatitis Pathology and Treatment","score":0.9764000177383423,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.0027000000700354576,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.9272987246513367},{"id":"https://openalex.org/keywords/acute-pancreatitis","display_name":"Acute pancreatitis","score":0.8873884677886963},{"id":"https://openalex.org/keywords/pancreatitis","display_name":"Pancreatitis","score":0.6307691335678101},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.46828314661979675},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.44058114290237427},{"id":"https://openalex.org/keywords/gastroenterology","display_name":"Gastroenterology","score":0.35283806920051575}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.9272987246513367},{"id":"https://openalex.org/C2776670229","wikidata":"https://www.wikidata.org/wiki/Q854573","display_name":"Acute pancreatitis","level":2,"score":0.8873884677886963},{"id":"https://openalex.org/C2775967933","wikidata":"https://www.wikidata.org/wiki/Q1527888","display_name":"Pancreatitis","level":2,"score":0.6307691335678101},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.46828314661979675},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.44058114290237427},{"id":"https://openalex.org/C90924648","wikidata":"https://www.wikidata.org/wiki/Q120569","display_name":"Gastroenterology","level":1,"score":0.35283806920051575}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","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":"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":"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":"D010195","descriptor_name":"Pancreatitis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010195","descriptor_name":"Pancreatitis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010195","descriptor_name":"Pancreatitis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010195","descriptor_name":"Pancreatitis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01339-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01339-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01339-9","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:38902660","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38902660","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:pubmedcentral.nih.gov:11188273","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11188273","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11188273/pdf/12880_2024_Article_1339.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,"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"},{"id":"pmh:oai:doaj.org/article:82c674f3ea264414bfc9b89f7fa22374","is_oa":true,"landing_page_url":"https://doaj.org/article/82c674f3ea264414bfc9b89f7fa22374","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 24, Iss 1, Pp 1-19 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01339-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01339-9","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01339-9","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":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399861197.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1547859334","https://openalex.org/W1651609297","https://openalex.org/W1863741241","https://openalex.org/W1973186375","https://openalex.org/W1999039067","https://openalex.org/W2015160321","https://openalex.org/W2145758369","https://openalex.org/W2154564976","https://openalex.org/W2162888725","https://openalex.org/W2178561297","https://openalex.org/W2209434878","https://openalex.org/W2436058270","https://openalex.org/W2467895892","https://openalex.org/W2505257368","https://openalex.org/W2590921856","https://openalex.org/W2618851150","https://openalex.org/W2795329967","https://openalex.org/W2883566908","https://openalex.org/W2891449592","https://openalex.org/W2899736836","https://openalex.org/W2900378335","https://openalex.org/W2919115771","https://openalex.org/W2947966362","https://openalex.org/W2954166898","https://openalex.org/W2963091558","https://openalex.org/W2963181363","https://openalex.org/W2990290777","https://openalex.org/W2995087503","https://openalex.org/W3026598587","https://openalex.org/W3033159036","https://openalex.org/W3087359917","https://openalex.org/W3106244032","https://openalex.org/W3126598488","https://openalex.org/W3128933491","https://openalex.org/W3142047004","https://openalex.org/W3155158672","https://openalex.org/W3157854682","https://openalex.org/W3158673744","https://openalex.org/W3194730353","https://openalex.org/W3197880653","https://openalex.org/W3204255739","https://openalex.org/W4210660671","https://openalex.org/W4211258447","https://openalex.org/W4226083298","https://openalex.org/W4235564337","https://openalex.org/W4281679158","https://openalex.org/W4281710423","https://openalex.org/W4285077201","https://openalex.org/W4287448984","https://openalex.org/W4292296585","https://openalex.org/W4295864679","https://openalex.org/W4309756654","https://openalex.org/W4313399770","https://openalex.org/W4315929223","https://openalex.org/W4385680639","https://openalex.org/W4387012396","https://openalex.org/W4389392982","https://openalex.org/W4392649220","https://openalex.org/W4393405247","https://openalex.org/W4396517905","https://openalex.org/W4396916190","https://openalex.org/W6790709252"],"related_works":["https://openalex.org/W647023399","https://openalex.org/W1966504330","https://openalex.org/W1979139803","https://openalex.org/W2616082933","https://openalex.org/W2069796876","https://openalex.org/W2037631372","https://openalex.org/W2140661426","https://openalex.org/W2762703611","https://openalex.org/W2030889776","https://openalex.org/W2159000141"],"abstract_inverted_index":{"BACKGROUND:":[0],"Acute":[1],"pancreatitis":[2,19,53,80,94,99,144,160,217],"is":[3,301],"one":[4],"of":[5,17,48,171,194,265,295],"the":[6,92,98,116,176,199,215,225,240,261,266,293,296],"most":[7],"common":[8],"diseases":[9],"requiring":[10],"emergency":[11],"surgery.":[12],"Rapid":[13],"and":[14,65,81,124,141,149,191,236,253,263,272],"accurate":[15],"recognition":[16],"acute":[18,36,52,79,93,143,159,186,209,216,274,281],"can":[20],"help":[21],"improve":[22],"clinical":[23],"outcomes.":[24],"This":[25,300],"study":[26],"aimed":[27],"to":[28,57],"develop":[29],"a":[30,46,302],"deep":[31,285],"learning-powered":[32],"diagnostic":[33,165,278],"model":[34,85,279],"for":[35,280],"pancreatitis.":[37,275],"MATERIALS":[38],"AND":[39],"METHODS:":[40],"In":[41],"this":[42],"investigation,":[43],"we":[44],"enrolled":[45],"cohort":[47],"190":[49],"patients":[50,77,138,182,205,207],"with":[51,78,139,185,208],"who":[54],"were":[55,73,135,243],"admitted":[56],"Sichuan":[58],"Provincial":[59],"People's":[60],"Hospital":[61],"between":[62,137],"January":[63],"2020":[64],"December":[66],"2021.":[67],"Abdominal":[68],"computed":[69],"tomography":[70],"(CT)":[71],"scans":[72],"obtained":[74],"from":[75],"both":[76],"healthy":[82,180],"individuals.":[83],"Our":[84],"was":[86,106],"constructed":[87],"using":[88],"two":[89],"modules:":[90],"(1)":[91],"classifier":[95,161],"module;":[96],"(2)":[97],"lesion":[100,218],"segmentation":[101,219],"module.":[102],"Each":[103],"model's":[104],"performance":[105,223],"assessed":[107],"based":[108],"on":[109],"precision,":[110],"recall":[111],"rate,":[112,120],"F1-score,":[113],"Area":[114],"Under":[115],"Curve":[117],"(AUC),":[118],"loss":[119],"frequency-weighted":[121],"accuracy":[122],"(fwavacc),":[123],"Mean":[125],"Intersection":[126],"over":[127],"Union":[128],"(MIOU).":[129],"RESULTS:":[130],"Upon":[131],"admission,":[132],"significant":[133],"variations":[134],"observed":[136],"mild":[140],"severe":[142],"in":[145,175,198,224,269,290],"inflammatory":[146,232],"indexes,":[147],"liver,":[148],"kidney":[150],"function":[151],"indicators,":[152],"as":[153,155],"well":[154],"coagulation":[156],"parameters.":[157],"The":[158,277],"module":[162,220],"exhibited":[163],"commendable":[164],"efficacy,":[166],"showing":[167],"an":[168,192],"impressive":[169],"AUC":[170,193],"0.993":[172],"(95%CI:":[173,196],"0.978-0.999)":[174],"test":[177],"set":[178,202],"(comprising":[179],"examination":[181,204],"vs.":[183,206],"those":[184],"pancreatitis,":[187,210,282],"P":[188,211],"<":[189,212],"0.001)":[190],"0.850":[195],"0.790-0.898)":[197],"external":[200],"validation":[201,226],"(healthy":[203],"0.001).":[213],"Furthermore,":[214],"demonstrated":[221],"exceptional":[222],"set.":[227],"For":[228],"pancreas":[229],"segmentation,":[230],"peripancreatic":[231,234,237],"exudation,":[233],"effusion,":[235],"abscess":[238],"necrosis,":[239],"MIOU":[241],"values":[242],"86.02":[244],"(84.52,":[245],"87.20),":[246],"61.81":[247],"(56.25,":[248],"64.83),":[249],"57.73":[250],"(49.90,":[251],"68.23),":[252],"66.36":[254],"(55.08,":[255],"72.12),":[256],"respectively.":[257],"These":[258],"findings":[259],"underscore":[260],"robustness":[262],"reliability":[264],"developed":[267],"models":[268],"accurately":[270,291],"characterizing":[271],"assessing":[273],"CONCLUSION:":[276],"driven":[283],"by":[284],"learning,":[286],"exhibits":[287],"excellent":[288],"efficacy":[289],"evaluating":[292],"severity":[294],"condition.":[297],"TRIAL":[298],"REGISTRATION:":[299],"retrospective":[303],"study.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
