{"id":"https://openalex.org/W4210665686","doi":"https://doi.org/10.1186/s12880-022-00741-5","title":"A CT-based radiomics model for predicting renal capsule invasion in renal cell carcinoma","display_name":"A CT-based radiomics model for predicting renal capsule invasion in renal cell carcinoma","publication_year":2022,"publication_date":"2022-01-30","ids":{"openalex":"https://openalex.org/W4210665686","doi":"https://doi.org/10.1186/s12880-022-00741-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/35094674"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-022-00741-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00741-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-022-00741-5.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12880-022-00741-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101497500","display_name":"L\u00fc Yang","orcid":"https://orcid.org/0000-0001-9501-1295"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Lu Yang","raw_affiliation_strings":["Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China","Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210154480"]},{"raw_affiliation_string":"Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986950","display_name":"Long Gao","orcid":"https://orcid.org/0000-0002-3168-2441"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Long Gao","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha, 410073, China","Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, 410073, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074743495","display_name":"Dooman Arefan","orcid":"https://orcid.org/0000-0001-9679-0438"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dooman Arefan","raw_affiliation_strings":["Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073152525","display_name":"Yuchuan Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchuan Tan","raw_affiliation_strings":["Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210154480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063908597","display_name":"Hanli Dan","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanli Dan","raw_affiliation_strings":["Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210154480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049395278","display_name":"Jiuquan Zhang","orcid":"https://orcid.org/0000-0003-0239-6988"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiuquan Zhang","raw_affiliation_strings":["Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China. zhangjq_radiol@foxmail.com","Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China. zhangjq_radiol@foxmail.com","institution_ids":["https://openalex.org/I4210154480"]},{"raw_affiliation_string":"Department of Radiology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, 400030, People's Republic of China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210154480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049395278"],"corresponding_institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210154480"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":2.5846,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90932155,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"15","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10449","display_name":"Renal cell carcinoma treatment","score":0.7878000140190125,"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/T10449","display_name":"Renal cell carcinoma treatment","score":0.7878000140190125,"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":0.1160999983549118,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.01889999955892563,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.8886878490447998},{"id":"https://openalex.org/keywords/renal-cell-carcinoma","display_name":"Renal cell carcinoma","score":0.6512610912322998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5946848392486572},{"id":"https://openalex.org/keywords/renal-capsule","display_name":"Renal capsule","score":0.5058988928794861},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.387612909078598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3411339521408081},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.33878153562545776},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3205798864364624},{"id":"https://openalex.org/keywords/kidney","display_name":"Kidney","score":0.23681151866912842},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12366491556167603}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8886878490447998},{"id":"https://openalex.org/C2777472916","wikidata":"https://www.wikidata.org/wiki/Q1164529","display_name":"Renal cell carcinoma","level":2,"score":0.6512610912322998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5946848392486572},{"id":"https://openalex.org/C2778881546","wikidata":"https://www.wikidata.org/wiki/Q1752136","display_name":"Renal capsule","level":3,"score":0.5058988928794861},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.387612909078598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3411339521408081},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.33878153562545776},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3205798864364624},{"id":"https://openalex.org/C2780091579","wikidata":"https://www.wikidata.org/wiki/Q9377","display_name":"Kidney","level":2,"score":0.23681151866912842},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12366491556167603}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","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":"D009361","descriptor_name":"Neoplasm Invasiveness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009361","descriptor_name":"Neoplasm Invasiveness","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009361","descriptor_name":"Neoplasm Invasiveness","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":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057234","descriptor_name":"Preoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057234","descriptor_name":"Preoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057234","descriptor_name":"Preoperative Period","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-022-00741-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00741-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-022-00741-5.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:35094674","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35094674","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:9863e5d424f54e76b2c27fdf34efce3e","is_oa":true,"landing_page_url":"https://doaj.org/article/9863e5d424f54e76b2c27fdf34efce3e","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 1-9 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8802466","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8802466","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/s12880-022-00741-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-022-00741-5","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-022-00741-5.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7200000286102295}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310174","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305"},{"id":"https://openalex.org/F4320321135","display_name":"Chongqing University","ror":"https://ror.org/023rhb549"},{"id":"https://openalex.org/F4320332530","display_name":"Medical Center, University of Pittsburgh","ror":"https://ror.org/04ehecz88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210665686.pdf","grobid_xml":"https://content.openalex.org/works/W4210665686.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1992341456","https://openalex.org/W2072581446","https://openalex.org/W2075737365","https://openalex.org/W2078611192","https://openalex.org/W2119862467","https://openalex.org/W2120310071","https://openalex.org/W2182695244","https://openalex.org/W2354062364","https://openalex.org/W2477846027","https://openalex.org/W2588652678","https://openalex.org/W2731292954","https://openalex.org/W2765571304","https://openalex.org/W2767128594","https://openalex.org/W2770585367","https://openalex.org/W2796688018","https://openalex.org/W2801258340","https://openalex.org/W2804263616","https://openalex.org/W2889646458","https://openalex.org/W2899015691","https://openalex.org/W2902381986","https://openalex.org/W2911605224","https://openalex.org/W2917694231","https://openalex.org/W2983452901","https://openalex.org/W2999417355","https://openalex.org/W3000125976","https://openalex.org/W3003903700","https://openalex.org/W3015320097","https://openalex.org/W3019593310","https://openalex.org/W3029385555","https://openalex.org/W3048802680","https://openalex.org/W3105843050","https://openalex.org/W4210983935"],"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/W4385221818","https://openalex.org/W3030796519"],"abstract_inverted_index":{"BACKGROUND:":[0],"Renal":[1,12],"cell":[2],"carcinoma":[3],"(RCC)":[4],"is":[5,15,247],"a":[6,57],"heterogeneous":[7],"group":[8],"of":[9,33,77,101,175,219,244],"kidney":[10],"cancers.":[11],"capsule":[13,34,65,138,237],"invasion":[14,35,66,238],"an":[16],"essential":[17],"factor":[18],"for":[19,29],"RCC":[20,37,46,132,240],"staging.":[21],"To":[22],"develop":[23],"radiomics":[24,58],"models":[25,246],"from":[26,166,200],"CT":[27,72,230],"images":[28],"the":[30,49,112,115,142,155,167,176,180,195,201,211,217,235,245],"preoperative":[31,71],"prediction":[32],"in":[36,179,228,239],"patients.":[38,241],"METHODS:":[39],"This":[40,128],"retrospective":[41],"study":[42,129],"included":[43,130],"patients":[44,62],"with":[45,137,234],"admitted":[47],"to":[48,60,123,149],"Chongqing":[50],"University":[51],"Cancer":[52],"Hospital":[53],"(01/2011-05/2019).":[54],"We":[55,74],"built":[56],"model":[59,125],"distinguish":[61],"grouped":[63],"as":[64],"versus":[67],"non-capsule":[68],"invasion,":[69],"using":[70,154,163],"scans.":[73],"evaluated":[75],"effects":[76,100],"three":[78],"imaging":[79,231],"phases,":[80],"i.e.,":[81],"unenhanced":[82],"phases":[83,86,90],"(UP),":[84],"corticomedullary":[85],"(CMP),":[87],"and":[88,103,111,151,185,214,222],"nephrographic":[89],"(NP).":[91],"Five":[92],"different":[93],"machine":[94],"learning":[95],"classifiers":[96],"were":[97,170],"compared.":[98,108],"The":[99,161,207],"tumor":[102,104,168],"margins":[105],"are":[106,121,232],"also":[107],"Five-fold":[109],"cross-validation":[110],"area":[113],"under":[114],"receiver":[116],"operating":[117],"characteristic":[118],"curve":[119],"(AUC)":[120],"used":[122],"evaluate":[124],"performance.":[126],"RESULTS:":[127],"126":[131],"patients,":[133],"including":[134],"46":[135],"(36.5%)":[136],"invasion.":[139],"CMP":[140,181],"exhibited":[141],"highest":[143],"AUC":[144,218],"(AUC":[145,188,204],"=":[146,189,205],"0.81)":[147],"compared":[148],"UP":[150],"NP,":[152],"when":[153],"forward":[156],"neural":[157],"network":[158],"(FNN)":[159],"classifier.":[160],"AUCs":[162],"features":[164,227],"extracted":[165],"region":[169,203],"generally":[171],"higher":[172],"than":[173],"those":[174],"marginal":[177,202],"regions":[178],"(0.81":[182],"vs.":[183,191],"0.73)":[184],"NP":[186,215],"phase":[187],"0.77":[190],"0.76).":[192],"For":[193],"UP,":[194,212],"best":[196],"result":[197],"was":[198],"obtained":[199],"0.80).":[206],"robustness":[208],"analysis":[209],"on":[210],"CMP,":[213],"achieved":[216],"0.76,":[220],"0.79,":[221],"0.77,":[223],"respectively.":[224],"CONCLUSIONS:":[225],"Radiomics":[226],"renal":[229,236],"associated":[233],"Further":[242],"evaluation":[243],"warranted.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}