{"id":"https://openalex.org/W4412706759","doi":"https://doi.org/10.1186/s12880-025-01843-6","title":"A radiomics-based interpretable model integrating delayed-phase CT and clinical features for predicting the pathological grade of appendiceal pseudomyxoma peritonei","display_name":"A radiomics-based interpretable model integrating delayed-phase CT and clinical features for predicting the pathological grade of appendiceal pseudomyxoma peritonei","publication_year":2025,"publication_date":"2025-07-28","ids":{"openalex":"https://openalex.org/W4412706759","doi":"https://doi.org/10.1186/s12880-025-01843-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/40722011"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-01843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01843-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01843-6","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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/s12880-025-01843-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039379372","display_name":"Dong Bai","orcid":"https://orcid.org/0000-0002-4707-5566"},"institutions":[{"id":"https://openalex.org/I4210110108","display_name":"Aerospace Center Hospital","ror":"https://ror.org/01yb3sb52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110108"]},{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Bai","raw_affiliation_strings":["Department of Radiology, Aerospace Center Hospital, Beijing, China","Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Aerospace Center Hospital, Beijing, China","institution_ids":["https://openalex.org/I4210110108"]},{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210153550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057326853","display_name":"Guanjun Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110108","display_name":"Aerospace Center Hospital","ror":"https://ror.org/01yb3sb52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanjun Shi","raw_affiliation_strings":["Department of Myxoma, Aerospace Center Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Myxoma, Aerospace Center Hospital, Beijing, China","institution_ids":["https://openalex.org/I4210110108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067728924","display_name":"Yuanzi Liang","orcid":"https://orcid.org/0000-0002-4291-1107"},"institutions":[{"id":"https://openalex.org/I4210110108","display_name":"Aerospace Center Hospital","ror":"https://ror.org/01yb3sb52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzi Liang","raw_affiliation_strings":["Department of Radiology, Aerospace Center Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Aerospace Center Hospital, Beijing, China","institution_ids":["https://openalex.org/I4210110108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032518790","display_name":"Li Fang","orcid":"https://orcid.org/0009-0005-7520-6999"},"institutions":[{"id":"https://openalex.org/I4210110108","display_name":"Aerospace Center Hospital","ror":"https://ror.org/01yb3sb52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Li","raw_affiliation_strings":["Department of Pathology, Aerospace Center Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Aerospace Center Hospital, Beijing, China","institution_ids":["https://openalex.org/I4210110108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110723447","display_name":"Zhuozhao Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhuozhao Zheng","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China. icheng202505@163.com"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China. icheng202505@163.com","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073285625","display_name":"Zhi\u00adqun Wang","orcid":"https://orcid.org/0000-0001-9608-0962"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiqun Wang","raw_affiliation_strings":["Department of Radiology, Aerospace Center Hospital, Beijing, China. 439387525@qq.com"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Aerospace Center Hospital, Beijing, China. 439387525@qq.com","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039379372"],"corresponding_institution_ids":["https://openalex.org/I4210110108","https://openalex.org/I4210153550"],"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":0.31286078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"1","first_page":"300","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12064","display_name":"Intraperitoneal and Appendiceal Malignancies","score":1.0,"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/T12064","display_name":"Intraperitoneal and Appendiceal Malignancies","score":1.0,"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/T11473","display_name":"Appendicitis Diagnosis and Management","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T10550","display_name":"Ovarian cancer diagnosis and treatment","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive 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/pseudomyxoma-peritonei","display_name":"Pseudomyxoma peritonei","score":0.9577732682228088},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.7056326866149902},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5766467452049255},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5642098784446716},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5154679417610168},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4800906777381897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42370277643203735},{"id":"https://openalex.org/keywords/appendix","display_name":"Appendix","score":0.3219428062438965},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2780364155769348}],"concepts":[{"id":"https://openalex.org/C2780898957","wikidata":"https://www.wikidata.org/wiki/Q574694","display_name":"Pseudomyxoma peritonei","level":3,"score":0.9577732682228088},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.7056326866149902},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5766467452049255},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5642098784446716},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5154679417610168},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4800906777381897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42370277643203735},{"id":"https://openalex.org/C2776364125","wikidata":"https://www.wikidata.org/wiki/Q9656","display_name":"Appendix","level":2,"score":0.3219428062438965},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2780364155769348},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","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":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D001063","descriptor_name":"Appendiceal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":"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":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010534","descriptor_name":"Peritoneal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011553","descriptor_name":"Pseudomyxoma Peritonei","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-01843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01843-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01843-6","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40722011","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40722011","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:4b140d3bfe134d0c9cb8e4338eb552b3","is_oa":true,"landing_page_url":"https://doaj.org/article/4b140d3bfe134d0c9cb8e4338eb552b3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 25, Iss 1, Pp 1-13 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12306113","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12306113","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-025-01843-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01843-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01843-6","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412706759.pdf","grobid_xml":"https://content.openalex.org/works/W4412706759.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W42170892","https://openalex.org/W1563590460","https://openalex.org/W2005995330","https://openalex.org/W2033190629","https://openalex.org/W2047169143","https://openalex.org/W2113559481","https://openalex.org/W2174661749","https://openalex.org/W2319462198","https://openalex.org/W2573152477","https://openalex.org/W2762257874","https://openalex.org/W2768860871","https://openalex.org/W2793400588","https://openalex.org/W2884494917","https://openalex.org/W2902485272","https://openalex.org/W2929576114","https://openalex.org/W3122108726","https://openalex.org/W3139236016","https://openalex.org/W3165218481","https://openalex.org/W3201772714","https://openalex.org/W3207902776","https://openalex.org/W3216362440","https://openalex.org/W4205102722","https://openalex.org/W4221065488","https://openalex.org/W4230796635","https://openalex.org/W4252877098","https://openalex.org/W4321377199","https://openalex.org/W4367312828","https://openalex.org/W4379768297","https://openalex.org/W4380184661"],"related_works":["https://openalex.org/W1983703731","https://openalex.org/W2398602109","https://openalex.org/W1996345259","https://openalex.org/W202307471","https://openalex.org/W2398745754","https://openalex.org/W2017526800","https://openalex.org/W4298209938","https://openalex.org/W2999295229","https://openalex.org/W4206537372","https://openalex.org/W1998970233"],"abstract_inverted_index":{"Our":[0],"SHAP-interpretable":[1],"combined":[2],"model":[3],"provides":[4],"an":[5],"accurate,":[6],"noninvasive":[7],"tool":[8],"for":[9],"PMP":[10],"grading,":[11],"facilitating":[12],"personalized":[13],"treatment":[14],"decisions.":[15],"The":[16],"integration":[17],"of":[18],"radiomics":[19],"and":[20],"clinical":[21],"data":[22],"demonstrates":[23],"superior":[24],"predictive":[25],"performance":[26],"compared":[27],"to":[28,33],"conventional":[29],"approaches,":[30],"with":[31],"potential":[32],"improve":[34],"patient":[35],"outcomes.":[36]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
