{"id":"https://openalex.org/W4221024001","doi":"https://doi.org/10.1186/s12880-022-00768-8","title":"Contrast-enhanced CT-based radiomics model for differentiating risk subgroups of thymic epithelial tumors","display_name":"Contrast-enhanced CT-based radiomics model for differentiating risk subgroups of thymic epithelial tumors","publication_year":2022,"publication_date":"2022-03-06","ids":{"openalex":"https://openalex.org/W4221024001","doi":"https://doi.org/10.1186/s12880-022-00768-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/35249531"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-022-00768-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00768-8","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-022-00768-8","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/track/pdf/10.1186/s12880-022-00768-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068330348","display_name":"Chunhai Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]},{"id":"https://openalex.org/I4210141458","display_name":"Cancer Hospital of Chinese Academy of Medical Sciences","ror":"https://ror.org/03x937183","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhai Yu","raw_affiliation_strings":["Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","Department of Radiology, Shanxi Province Cancer Hospital","Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","institution_ids":["https://openalex.org/I4210141458"]},{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416840","display_name":"Ting Li","orcid":"https://orcid.org/0000-0001-7901-5288"},"institutions":[{"id":"https://openalex.org/I4210159902","display_name":"Fourth People's Hospital of Taiyuan","ror":"https://ror.org/05j2yt510","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159902"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Li","raw_affiliation_strings":["Department of Nephrology, Taiyuan People's Hospital, Taiyuan, 030001, Shanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nephrology, Taiyuan People's Hospital, Taiyuan, 030001, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210159902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042365626","display_name":"Xiaotang Yang","orcid":"https://orcid.org/0000-0002-2233-1404"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]},{"id":"https://openalex.org/I4210141458","display_name":"Cancer Hospital of Chinese Academy of Medical Sciences","ror":"https://ror.org/03x937183","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141458"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaotang Yang","raw_affiliation_strings":["Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China. yxt210@126.com","Department of Radiology, Shanxi Province Cancer Hospital","Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China. yxt210@126.com","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","institution_ids":["https://openalex.org/I4210141458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605595","display_name":"Ruiping Zhang","orcid":"https://orcid.org/0000-0001-6922-0747"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]},{"id":"https://openalex.org/I4210141458","display_name":"Cancer Hospital of Chinese Academy of Medical Sciences","ror":"https://ror.org/03x937183","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiping Zhang","raw_affiliation_strings":["Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Department of Radiology, Shanxi Province Cancer Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","institution_ids":["https://openalex.org/I4210141458"]},{"raw_affiliation_string":"Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003544304","display_name":"Lei Xin","orcid":"https://orcid.org/0000-0002-7389-547X"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]},{"id":"https://openalex.org/I4210141458","display_name":"Cancer Hospital of Chinese Academy of Medical Sciences","ror":"https://ror.org/03x937183","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Xin","raw_affiliation_strings":["Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","Department of Radiology, Shanxi Province Cancer Hospital","Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","institution_ids":["https://openalex.org/I4210141458"]},{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101952777","display_name":"Zhikai Zhao","orcid":"https://orcid.org/0000-0001-9871-0147"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]},{"id":"https://openalex.org/I4210141458","display_name":"Cancer Hospital of Chinese Academy of Medical Sciences","ror":"https://ror.org/03x937183","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhikai Zhao","raw_affiliation_strings":["Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","Department of Radiology, Shanxi Province Cancer Hospital","Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital; Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences; Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Department of Radiology, Shanxi Province Cancer Hospital","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences","institution_ids":["https://openalex.org/I4210141458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008710983","display_name":"Jingjing Cui","orcid":"https://orcid.org/0000-0003-1540-1467"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingjing Cui","raw_affiliation_strings":["Huiying Medical Technology Co., Ltd.,, Room C103, B2, Dongsheng Science and Technology Park, HaiDian District, Beijing City, 100192, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huiying Medical Technology Co., Ltd.,, Room C103, B2, Dongsheng Science and Technology Park, HaiDian District, Beijing City, 100192, People's Republic of China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5042365626"],"corresponding_institution_ids":["https://openalex.org/I17721919","https://openalex.org/I4210102673","https://openalex.org/I4210141458"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.8571,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86455098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"37","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11271","display_name":"Myasthenia Gravis and Thymoma","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11271","display_name":"Myasthenia Gravis and Thymoma","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11054","display_name":"Adrenal and Paraganglionic Tumors","score":0.001500000013038516,"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/T11485","display_name":"Gastrointestinal Tumor Research and Treatment","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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":0.8202704191207886},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.7711151838302612},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.6630542874336243},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6601685285568237},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"Risk stratification","score":0.5469614863395691},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.47831204533576965},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.45471760630607605},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4138528108596802},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.40128403902053833},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.37121230363845825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25722119212150574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10547858476638794}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8202704191207886},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.7711151838302612},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.6630542874336243},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6601685285568237},{"id":"https://openalex.org/C3020404979","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk stratification","level":2,"score":0.5469614863395691},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.47831204533576965},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45471760630607605},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4138528108596802},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.40128403902053833},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.37121230363845825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25722119212150574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10547858476638794}],"mesh":[{"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":"D009375","descriptor_name":"Neoplasms, Glandular and Epithelial","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009375","descriptor_name":"Neoplasms, Glandular and Epithelial","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009375","descriptor_name":"Neoplasms, Glandular and Epithelial","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":"D013945","descriptor_name":"Thymoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013945","descriptor_name":"Thymoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013945","descriptor_name":"Thymoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013953","descriptor_name":"Thymus Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-022-00768-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00768-8","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-022-00768-8","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:35249531","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35249531","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:24d27fd58f76492abae70393aee3afc1","is_oa":true,"landing_page_url":"https://doaj.org/article/24d27fd58f76492abae70393aee3afc1","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 22, Iss 1, Pp 1-12 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8898532","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8898532","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/s12880-022-00768-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00768-8","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-022-00768-8","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":[{"score":0.6700000166893005,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317788","display_name":"Health Commission of Shanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221024001.pdf","grobid_xml":"https://content.openalex.org/works/W4221024001.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1875240237","https://openalex.org/W1953677527","https://openalex.org/W1996142948","https://openalex.org/W2041721410","https://openalex.org/W2051854131","https://openalex.org/W2059426167","https://openalex.org/W2070382937","https://openalex.org/W2074549036","https://openalex.org/W2077609091","https://openalex.org/W2141720524","https://openalex.org/W2174661749","https://openalex.org/W2508340775","https://openalex.org/W2588896082","https://openalex.org/W2612098634","https://openalex.org/W2796312214","https://openalex.org/W2946868693","https://openalex.org/W2947025879","https://openalex.org/W2979828970","https://openalex.org/W3005956073","https://openalex.org/W3013546867","https://openalex.org/W3013672432","https://openalex.org/W3021807971","https://openalex.org/W3023189324","https://openalex.org/W3064574647","https://openalex.org/W3105297947","https://openalex.org/W3111272187","https://openalex.org/W3120537376","https://openalex.org/W3134563761"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2559998622","https://openalex.org/W2605851261","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W2386767720","https://openalex.org/W2066363065"],"abstract_inverted_index":{"BACKGROUND:":[0],"To":[1],"validate":[2],"a":[3],"contrast-enhanced":[4],"CT":[5],"(CECT)-based":[6],"radiomics":[7,87,123],"model":[8],"(RM)":[9],"for":[10],"differentiating":[11],"various":[12,97],"risk":[13,128,132,154,171,218,266,276,282],"subgroups":[14,98,129,267],"of":[15,39,71,99,104,130,180,222,268],"thymic":[16,149],"epithelial":[17],"tumors":[18],"(TETs).":[19],"METHODS:":[20],"A":[21,37,89,158],"retrospective":[22],"study":[23],"was":[24,93,106,193,210,236,253],"performed":[25,278],"on":[26,109],"164":[27],"patients":[28,41,56],"with":[29],"TETs":[30],"who":[31],"underwent":[32],"CECT":[33],"scans":[34],"before":[35],"treatment.":[36],"total":[38],"130":[40],"(approximately":[42,57],"79%,":[43],"from":[44,59],"2012":[45],"to":[46,61,84,95,125,263,274],"2018)":[47],"were":[48,63,82,185,201,227,244],"designated":[49,64],"as":[50,65],"the":[51,66,86,173,176,191,196,199,208,213,220,234,239,242,251,256],"training":[52,197,240],"set,":[53,198],"and":[54,73,77,121,140,147,152,159,165,183,188,204,207,225,230,233,247,250,270],"34":[55],"21%,":[58],"2019":[60],"2021)":[62],"testing":[67,214,257],"set.":[68,215,258],"The":[69,101],"analysis":[70],"variance":[72],"least":[74],"absolute":[75],"shrinkage":[76],"selection":[78],"operator":[79],"algorithm":[80],"methods":[81],"used":[83],"select":[85],"features.":[88],"logistic":[90],"regression":[91],"classifier":[92],"constructed":[94],"identify":[96,126],"TETs.":[100],"predictive":[102],"performance":[103],"RMs":[105,118,261],"evaluated":[107],"based":[108],"receiver":[110],"operating":[111],"characteristic":[112],"(ROC)":[113],"curve":[114],"analyses.":[115],"RESULTS:":[116],"Two":[117],"included":[119],"16":[120],"13":[122],"features":[124],"three":[127,265],"traditional":[131,170,281],"grouping":[133,155,277],"[low-risk":[134],"thymomas":[135,143],"(LRT:":[136],"Types":[137,145],"A,":[138],"AB":[139],"B1),":[141],"high-risk":[142],"(HRT:":[144],"B2":[146,164],"B3),":[148,166],"carcinoma":[150],"(TC)]":[151],"improved":[153,217,275],"[LRT*":[156],"(Types":[157,162],"AB),":[160],"HRT*":[161],"B1,":[163],"TC],":[167],"respectively.":[168],"For":[169,216],"grouping,":[172,219],"areas":[174],"under":[175],"ROC":[177],"curves":[178],"(AUCs)":[179],"LRT,":[181],"HRT,":[182],"TC":[184,226],"0.795,":[186],"0.851,":[187],"0.860,":[189],"respectively,":[190,206,232,249],"accuracy":[192,209,235,252],"0.65":[194],"in":[195,212,238,255],"AUCs":[200,221,243],"0.621,":[202],"0.754,":[203],"0.500,":[205],"0.47":[211],"LRT*,":[223],"HRT*,":[224],"0.855,":[228],"0.862,":[229],"0.869,":[231],"0.72":[237],"set;":[241],"0.778,":[245],"0.716,":[246],"0.879,":[248],"0.62":[254],"CONCLUSIONS:":[259],"CECT-based":[260],"help":[262],"differentiate":[264],"TETs,":[269],"RM":[271],"established":[272],"according":[273],"better":[279],"than":[280],"grouping.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
