{"id":"https://openalex.org/W4388463759","doi":"https://doi.org/10.1186/s12880-023-01143-x","title":"Prediction of subsolid pulmonary nodule growth rate using radiomics","display_name":"Prediction of subsolid pulmonary nodule growth rate using radiomics","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4388463759","doi":"https://doi.org/10.1186/s12880-023-01143-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/37936095"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-023-01143-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01143-x","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01143-x","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01143-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077050973","display_name":"Zong Lin Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zong Jing Ma","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023987677","display_name":"Xuan Zhuang","orcid":"https://orcid.org/0000-0002-1919-9764"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Xuan Ma","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101330424","display_name":"Ying Sun","orcid":"https://orcid.org/0000-0002-8469-6919"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li Sun","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114145237","display_name":"De Chun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De Chun Li","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042518722","display_name":"Liang Jin","orcid":"https://orcid.org/0000-0002-7552-7849"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Jin","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101530347","display_name":"Pan Gao","orcid":"https://orcid.org/0009-0000-0504-190X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Gao","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354220","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0001-5400-2093"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210099446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100351484","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-9242-7735"},"institutions":[{"id":"https://openalex.org/I4210099446","display_name":"Huadong Hospital","ror":"https://ror.org/012wm7481","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Li","raw_affiliation_strings":["Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China. ming_li@fudan.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huadong Hospital, Fudan University, Shanghai, 200040, China. ming_li@fudan.edu.cn","institution_ids":["https://openalex.org/I4210099446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100351484"],"corresponding_institution_ids":["https://openalex.org/I4210099446"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":0.6194,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66920657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"23","issue":"1","first_page":"177","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.5752999782562256,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.5752999782562256,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.392300009727478,"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nomogram","display_name":"Nomogram","score":0.8380932807922363},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.8284579515457153},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.7955015897750854},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7645735144615173},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.6638515591621399},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5554347634315491},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.5480832457542419},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.46218952536582947},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.45557987689971924},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.39173492789268494},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13774186372756958}],"concepts":[{"id":"https://openalex.org/C34626388","wikidata":"https://www.wikidata.org/wiki/Q721129","display_name":"Nomogram","level":2,"score":0.8380932807922363},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8284579515457153},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.7955015897750854},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7645735144615173},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.6638515591621399},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5554347634315491},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.5480832457542419},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.46218952536582947},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.45557987689971924},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.39173492789268494},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13774186372756958},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"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":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","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":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","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":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-023-01143-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01143-x","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01143-x","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:37936095","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37936095","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":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10629176","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10629176","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10629176/pdf/12880_2023_Article_1143.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2c2a7254dd824748b368defa6ea28cb4","is_oa":true,"landing_page_url":"https://doaj.org/article/2c2a7254dd824748b368defa6ea28cb4","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 23, Iss 1, Pp 1-10 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-023-01143-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-023-01143-x","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-023-01143-x","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":[],"awards":[{"id":"https://openalex.org/G3333123731","display_name":null,"funder_award_id":"22Y11910700","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G3754518486","display_name":null,"funder_award_id":"2022YFF1203301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7574961645","display_name":null,"funder_award_id":"61976238","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388463759.pdf","grobid_xml":"https://content.openalex.org/works/W4388463759.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W130099911","https://openalex.org/W1895126920","https://openalex.org/W2039400714","https://openalex.org/W2046717708","https://openalex.org/W2046902166","https://openalex.org/W2051981057","https://openalex.org/W2054569222","https://openalex.org/W2092064848","https://openalex.org/W2123685758","https://openalex.org/W2124735791","https://openalex.org/W2140728937","https://openalex.org/W2156275503","https://openalex.org/W2167421301","https://openalex.org/W2171504471","https://openalex.org/W2174661749","https://openalex.org/W2328176404","https://openalex.org/W2346343836","https://openalex.org/W2415133557","https://openalex.org/W2655047037","https://openalex.org/W2891142037","https://openalex.org/W2944432152","https://openalex.org/W2969900393","https://openalex.org/W2971032337","https://openalex.org/W3010143697","https://openalex.org/W3010662565","https://openalex.org/W3012304968","https://openalex.org/W3013914960","https://openalex.org/W3041704793","https://openalex.org/W3093676555","https://openalex.org/W3120095511","https://openalex.org/W3128646645","https://openalex.org/W3153575186","https://openalex.org/W3205308224","https://openalex.org/W4283774271","https://openalex.org/W4304783191","https://openalex.org/W4307460017","https://openalex.org/W4382894338"],"related_works":["https://openalex.org/W2886637603","https://openalex.org/W4283707141","https://openalex.org/W3030915957","https://openalex.org/W2373132269","https://openalex.org/W3108466129","https://openalex.org/W2051966709","https://openalex.org/W2392162854","https://openalex.org/W2008911041","https://openalex.org/W2744023513","https://openalex.org/W2949466702"],"abstract_inverted_index":{"BACKGROUND:":[0],"Pulmonary":[1],"nodule":[2],"growth":[3,30,87,152,217],"rate":[4,31,88,153,218],"assessment":[5],"is":[6],"critical":[7],"in":[8,196],"the":[9,29,86,104,107,112,151,174,198,216],"management":[10],"of":[11,32,37,89,140,144,154,219],"subsolid":[12],"pulmonary":[13],"nodules":[14],"(SSNs)":[15],"during":[16],"clinical":[17,42,96,231],"follow-up.":[18],"The":[19,53,98,118,156,204],"present":[20],"study":[21],"aimed":[22],"to":[23,27,149],"develop":[24],"a":[25],"model":[26,206],"predict":[28,150,215],"SSNs.":[33,155],"METHODS:":[34],"A":[35],"total":[36],"273":[38],"growing":[39],"SSNs":[40,90,220,237],"with":[41,211,236],"information":[43],"and":[44,60,76,95,120,125,129,133,142,160,166,179,184,189,200,238],"857":[45],"computed":[46],"tomography":[47],"(CT)":[48],"scans":[49],"were":[50,55,65,91,147],"retrospectively":[51],"analyzed.":[52],"images":[54,64],"randomly":[56],"divided":[57],"into":[58,67],"training":[59,199],"validation":[61,201],"sets.":[62,202],"All":[63],"categorized":[66],"fast-growth":[68],"(volume":[69],"doubling":[70],"time":[71],"(VDT)":[72],"\u2264":[73],"400":[74,80],"days)":[75,81],"slow-growth":[77,121],"(VDT":[78],">":[79],"groups.":[82],"Models":[83],"for":[84,111,234],"predicting":[85],"developed":[92,207],"using":[93,103],"radiomics":[94,131,159,185,210],"features.":[97],"models'":[99],"performance":[100],"was":[101],"evaluated":[102],"area":[105],"under":[106],"curve":[108],"(AUC)":[109],"values":[110],"receiver":[113],"operating":[114],"characteristic":[115],"curve.":[116],"RESULTS:":[117],"fast-":[119],"groups":[122],"included":[123],"108":[124],"749":[126],"scans,":[127],"respectively,":[128],"10":[130],"features":[132,136,162,213],"three":[134],"radiographic":[135,161,175,212,225],"(nodule":[137],"density,":[138],"presence":[139,143],"spiculation,":[141],"vascular":[145],"changes)":[146],"selected":[148],"nomogram":[157,205],"integrating":[158],"(AUC":[163,176,186],"=":[164,168,177,181,187,191],"0.928":[165],"AUC":[167,180,190],"0.905,":[169],"respectively)":[170,183,193],"performed":[171],"better":[172],"than":[173,223],"0.668":[178],"0.689,":[182],"0.888":[188],"0.816,":[192],"models":[194],"alone":[195],"both":[197],"CONCLUSION:":[203],"by":[208],"combining":[209],"can":[214,228],"more":[221],"accurately":[222],"traditional":[224],"models.":[226],"It":[227],"also":[229],"optimize":[230],"treatment":[232],"decisions":[233],"patients":[235],"improve":[239],"their":[240],"long-term":[241],"management.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}