{"id":"https://openalex.org/W4417499316","doi":"https://doi.org/10.1186/s12880-025-02041-0","title":"CT based quantification of intratumoral and peritumoral heterogeneity for diagnosing lymphovascular invasion for early stage non-small cell lung cancer","display_name":"CT based quantification of intratumoral and peritumoral heterogeneity for diagnosing lymphovascular invasion for early stage non-small cell lung cancer","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W4417499316","doi":"https://doi.org/10.1186/s12880-025-02041-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/41420150"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-02041-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02041-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-02041-0.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-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://link.springer.com/content/pdf/10.1186/s12880-025-02041-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112900537","display_name":"Yun Long","orcid":"https://orcid.org/0000-0002-6460-6461"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun Long","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544494","display_name":"Hanfei Zhang","orcid":"https://orcid.org/0000-0002-6766-6283"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanfei Zhang","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665650","display_name":"Yang Guo","orcid":"https://orcid.org/0000-0002-2694-5403"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Guo","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082299768","display_name":"Tian Gan","orcid":"https://orcid.org/0000-0002-7833-7231"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Gan","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101432121","display_name":"Jingting Wang","orcid":"https://orcid.org/0000-0002-9245-280X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingting Wang","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107881443","display_name":"Ting Li","orcid":"https://orcid.org/0000-0003-3219-1545"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Li","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113361847","display_name":"Kemeng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kemeng Zhang","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450278","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0003-4849-4946"},"institutions":[{"id":"https://openalex.org/I150569930","display_name":"Bayer (United States)","ror":"https://ror.org/034ffbg36","country_code":"US","type":"company","lineage":["https://openalex.org/I150569930","https://openalex.org/I67348948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["Bayer Healthcare, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Bayer Healthcare, Wuhan, China","institution_ids":["https://openalex.org/I150569930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101462800","display_name":"Yang Li","orcid":"https://orcid.org/0000-0001-9291-515X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yang","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002443900","display_name":"Meiyan Liao","orcid":"https://orcid.org/0000-0002-9515-6635"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyan Liao","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China. liaomy@whu.edu.cn","Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China. liaomy@whu.edu.cn","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101398023","display_name":"Feng Xiao","orcid":"https://orcid.org/0000-0003-3289-3459"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Xiao","raw_affiliation_strings":["Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China. seiya_0731@163.com","Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China. seiya_0731@163.com","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan City, Hubei Province, 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5112900537"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210120234"],"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":0.6100838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"1","first_page":"505","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.6825000047683716,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.6825000047683716,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.2858999967575073,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/lymphovascular-invasion","display_name":"Lymphovascular invasion","score":0.8650000095367432},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.7551000118255615},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.4490000009536743},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.4442000091075897},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.4291999936103821},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.4169999957084656},{"id":"https://openalex.org/keywords/t-stage","display_name":"T-stage","score":0.3765000104904175},{"id":"https://openalex.org/keywords/vascular-invasion","display_name":"Vascular invasion","score":0.37459999322891235}],"concepts":[{"id":"https://openalex.org/C2778740770","wikidata":"https://www.wikidata.org/wiki/Q6708283","display_name":"Lymphovascular invasion","level":4,"score":0.8650000095367432},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8598999977111816},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.7551000118255615},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5705999732017517},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.4490000009536743},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.4442000091075897},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C2780091936","wikidata":"https://www.wikidata.org/wiki/Q17103890","display_name":"T-stage","level":3,"score":0.3765000104904175},{"id":"https://openalex.org/C3020478367","wikidata":"https://www.wikidata.org/wiki/Q6708283","display_name":"Vascular invasion","level":3,"score":0.37459999322891235},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.34549999237060547},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.33239999413490295},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C194495517","wikidata":"https://www.wikidata.org/wiki/Q7646222","display_name":"Surgical pathology","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C2993154269","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Multidetector computed tomography","level":3,"score":0.27959999442100525},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.2574000060558319},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2547999918460846},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-02041-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02041-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-02041-0.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-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:41420150","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41420150","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:ef1bbd0b19244ef4a12fca0bc9e3f2df","is_oa":true,"landing_page_url":"https://doaj.org/article/ef1bbd0b19244ef4a12fca0bc9e3f2df","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 1-14 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12717688","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12717688/","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/s12880-025-02041-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02041-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-025-02041-0.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-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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417499316.pdf","grobid_xml":"https://content.openalex.org/works/W4417499316.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1978220273","https://openalex.org/W1987054640","https://openalex.org/W1991827692","https://openalex.org/W2003014679","https://openalex.org/W2006213157","https://openalex.org/W2011473426","https://openalex.org/W2032154159","https://openalex.org/W2032776898","https://openalex.org/W2038268416","https://openalex.org/W2057771183","https://openalex.org/W2058648826","https://openalex.org/W2060248796","https://openalex.org/W2062265555","https://openalex.org/W2075006530","https://openalex.org/W2094573329","https://openalex.org/W2099703857","https://openalex.org/W2103115336","https://openalex.org/W2107537216","https://openalex.org/W2117692326","https://openalex.org/W2128739912","https://openalex.org/W2130410032","https://openalex.org/W2138368434","https://openalex.org/W2149381664","https://openalex.org/W2162526893","https://openalex.org/W2164100413","https://openalex.org/W2172298636","https://openalex.org/W2174661749","https://openalex.org/W2175927969","https://openalex.org/W2251438188","https://openalex.org/W2513684772","https://openalex.org/W2588326997","https://openalex.org/W2591328936","https://openalex.org/W2600758622","https://openalex.org/W2793277547","https://openalex.org/W2899315113","https://openalex.org/W2962702181","https://openalex.org/W2963512825","https://openalex.org/W2972968440","https://openalex.org/W2998789541","https://openalex.org/W3011780798","https://openalex.org/W3157820446","https://openalex.org/W4214950365","https://openalex.org/W4294675960","https://openalex.org/W4295079305","https://openalex.org/W4383872594","https://openalex.org/W4385186286","https://openalex.org/W4393935425"],"related_works":[],"abstract_inverted_index":{"To":[0],"establish":[1],"a":[2,114],"model":[3,118,182,220,259],"integrates":[4],"clinical,":[5,97],"traditional":[6,98,264],"radiologic,":[7,99],"intratumoral":[8,16],"and":[9,13,15,17,21,41,77,80,82,90,101,104,121,152,178,195,200,208,224,229,246,253,269,289],"peritumoral":[10,18,91],"radiomics":[11],"(ITR":[12],"PTR),":[14],"heterogeneity":[19,270],"(ITH":[20],"PTH)":[22],"features":[23,79,84,271],"to":[24,59,71,109,214,276,292],"diagnose":[25,110,277],"lymphovascular":[26],"invasion":[27],"(LVI)":[28],"status":[29],"for":[30,147,197,240,279],"early":[31,280],"stage":[32,210,228,281],"non":[33],"small":[34],"cell":[35],"lung":[36],"cancer":[37],"(NSCLC).":[38],"Clinical":[39],"data":[40,45],"chest":[42],"CT":[43],"imaging":[44],"of":[46,53,175,193,272],"NSCLC":[47,128,273],"patients":[48,129],"who":[49],"underwent":[50],"surgical":[51],"resection":[52],"the":[54,67,73,86,122,145,164,172,180,190,198,218,234,285],"lungs":[55],"from":[56,85,136],"January":[57],"2019":[58],"May":[60],"2021":[61],"were":[62,66,94,107,130,211,250,274],"collected.":[63],"Surgical":[64],"pathology":[65],"diagnostic":[68,117,123,236,258,287],"gold":[69],"standard":[70],"clarify":[72],"LVI":[74,111,215,278],"status.":[75,112],"ITR":[76,100],"PTR":[78],"ITH":[81,103],"PTH":[83,105],"total":[87],"tumor":[88,92],"volume":[89,93],"extracted.":[95],"Then":[96],"PTR,":[102],"models":[106],"established":[108,275],"Finally,":[113,217],"column":[115],"chart":[116],"was":[119,125],"constructed":[120],"efficacy":[124],"evaluated.":[126],"366":[127],"enrolled":[131],"in":[132,139],"this":[133],"retrospective":[134],"study":[135],"2":[137,161],"institutions,":[138],"which":[140,283],"Institution":[141,160],"1":[142],"served":[143,162],"as":[144,163],"basis":[146],"training":[148,199,241],"(n":[149,155,168],"=":[150,156,169],"154)":[151,157],"internal":[153,243],"validation":[154,166,201,244,248],"sets,":[158],"while":[159],"external":[165,247],"set":[167,249],"58).":[170],"In":[171],"three":[173],"cohorts":[174],"PTR_(0\u20133,":[176],"-3\u20133":[177],"0\u20136),":[179],"PTR_0\u20136":[181],"has":[183,233,284],"better":[184],"predictive":[185],"performance,":[186],"with":[187],"area":[188],"under":[189],"curve":[191],"(AUC)":[192],"0.882":[194],"0.824":[196],"groups,":[202],"respectively.":[203,255],"Gender,":[204],"Vascular":[205,230],"Convergence":[206,231],"Sign,":[207],"N":[209,227],"significantly":[212],"related":[213],"status,":[216],"combined":[219],"integrated":[221],"ITH,":[222],"PTR_0\u20136,":[223],"PTH_0\u20136":[225],"models,":[226],"Sign":[232],"highest":[235,286],"accuracy.":[237],"The":[238],"AUCs":[239],"set,":[242,245],"0.963,":[251],"0.882,":[252],"0.743,":[254],"A":[256],"comprehensive":[257],"based":[260],"on":[261],"clinical":[262],"features,":[263,266,268],"radiological":[265],"radiomic":[267],"NSCLC,":[282],"efficiency":[288],"can":[290],"help":[291],"guide":[293],"treatment":[294],"decisions.":[295]},"counts_by_year":[],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-12-19T00:00:00"}
