{"id":"https://openalex.org/W4410093997","doi":"https://doi.org/10.1186/s12880-025-01685-2","title":"Multimodal ultrasound radiomics model combined with clinical model for differentiating follicular thyroid adenoma from carcinoma","display_name":"Multimodal ultrasound radiomics model combined with clinical model for differentiating follicular thyroid adenoma from carcinoma","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410093997","doi":"https://doi.org/10.1186/s12880-025-01685-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/40325381"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-01685-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01685-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01685-2","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01685-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101599060","display_name":"Qianqian Zhao","orcid":"https://orcid.org/0000-0003-2186-0395"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Zhao","raw_affiliation_strings":["Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China","institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081732212","display_name":"Shiyan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyan Guo","raw_affiliation_strings":["Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China","institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363995","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0002-4253-8824"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China","institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111919542","display_name":"Jinguang Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinguang Zhou","raw_affiliation_strings":["Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China","institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038227924","display_name":"Ping Zhou","orcid":"https://orcid.org/0000-0003-1121-7339"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210156904","display_name":"Third Xiangya Hospital","ror":"https://ror.org/05akvb491","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156904"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ping Zhou","raw_affiliation_strings":["Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China. zhouping1000@hotmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, The Third Xiangya Hospital, Central South University, NO. 138, Tongzipo Road Yuelu District, Changsha, Hunan Province, 410013, China. zhouping1000@hotmail.com","institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038227924"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I4210156904"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":7.1592,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97609682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"25","issue":"1","first_page":"152","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10329","display_name":"Thyroid Cancer Diagnosis and Treatment","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10329","display_name":"Thyroid Cancer Diagnosis and Treatment","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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":0.003599999938160181,"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/T10862","display_name":"AI in cancer detection","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.7368048429489136},{"id":"https://openalex.org/keywords/thyroid-carcinoma","display_name":"Thyroid carcinoma","score":0.6222304701805115},{"id":"https://openalex.org/keywords/follicular-carcinoma","display_name":"Follicular carcinoma","score":0.5322026610374451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5261161923408508},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5150377750396729},{"id":"https://openalex.org/keywords/adenoma","display_name":"Adenoma","score":0.44409477710723877},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4413614273071289},{"id":"https://openalex.org/keywords/thyroid-nodules","display_name":"Thyroid nodules","score":0.4209517240524292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37778589129447937},{"id":"https://openalex.org/keywords/thyroid","display_name":"Thyroid","score":0.368366003036499},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3415977358818054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3045164942741394},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12710276246070862},{"id":"https://openalex.org/keywords/papillary-carcinoma","display_name":"Papillary carcinoma","score":0.07069668173789978}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.7368048429489136},{"id":"https://openalex.org/C2993294228","wikidata":"https://www.wikidata.org/wiki/Q13632630","display_name":"Thyroid carcinoma","level":3,"score":0.6222304701805115},{"id":"https://openalex.org/C2910185763","wikidata":"https://www.wikidata.org/wiki/Q299487","display_name":"Follicular carcinoma","level":5,"score":0.5322026610374451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5261161923408508},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5150377750396729},{"id":"https://openalex.org/C2777428134","wikidata":"https://www.wikidata.org/wiki/Q272741","display_name":"Adenoma","level":2,"score":0.44409477710723877},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4413614273071289},{"id":"https://openalex.org/C2779022025","wikidata":"https://www.wikidata.org/wiki/Q53829","display_name":"Thyroid nodules","level":3,"score":0.4209517240524292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37778589129447937},{"id":"https://openalex.org/C526584372","wikidata":"https://www.wikidata.org/wiki/Q16399","display_name":"Thyroid","level":2,"score":0.368366003036499},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3415977358818054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3045164942741394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12710276246070862},{"id":"https://openalex.org/C2993477687","wikidata":"https://www.wikidata.org/wiki/Q2292945","display_name":"Papillary carcinoma","level":4,"score":0.07069668173789978}],"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":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097188","descriptor_name":"Radiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000236","descriptor_name":"Adenoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","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":"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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D008875","descriptor_name":"Middle Aged","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D013964","descriptor_name":"Thyroid Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D018263","descriptor_name":"Adenocarcinoma, Follicular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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},{"descriptor_ui":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-01685-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01685-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01685-2","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:40325381","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40325381","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:europepmc.org:10865945","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12054042","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:716f886bd7b0464db220dd3bc15f9634","is_oa":true,"landing_page_url":"https://doaj.org/article/716f886bd7b0464db220dd3bc15f9634","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 25, Iss 1, Pp 1-13 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-025-01685-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01685-2","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01685-2","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":[{"display_name":"Zero hunger","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410093997.pdf","grobid_xml":"https://content.openalex.org/works/W4410093997.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1572838591","https://openalex.org/W1993169170","https://openalex.org/W2010468568","https://openalex.org/W2023757973","https://openalex.org/W2038583226","https://openalex.org/W2040642592","https://openalex.org/W2070529299","https://openalex.org/W2080343370","https://openalex.org/W2105232487","https://openalex.org/W2117558559","https://openalex.org/W2131451570","https://openalex.org/W2145150141","https://openalex.org/W2174661749","https://openalex.org/W2186766537","https://openalex.org/W2517730645","https://openalex.org/W2548265008","https://openalex.org/W2551058564","https://openalex.org/W2607298120","https://openalex.org/W2763355946","https://openalex.org/W2955534069","https://openalex.org/W2961440902","https://openalex.org/W3003057747","https://openalex.org/W3007827816","https://openalex.org/W3205215135","https://openalex.org/W3207238146","https://openalex.org/W4205278604","https://openalex.org/W4206983336","https://openalex.org/W4210912645","https://openalex.org/W4220681411","https://openalex.org/W4220847290","https://openalex.org/W4220960983","https://openalex.org/W4224301233","https://openalex.org/W4224986564","https://openalex.org/W4226436273","https://openalex.org/W4243711728","https://openalex.org/W4283320467","https://openalex.org/W4286499791","https://openalex.org/W4388870347","https://openalex.org/W4391132472","https://openalex.org/W4402135350","https://openalex.org/W4402498450"],"related_works":["https://openalex.org/W4315781829","https://openalex.org/W2409149077","https://openalex.org/W4248947786","https://openalex.org/W2169588225","https://openalex.org/W2891818500","https://openalex.org/W1968065845","https://openalex.org/W2111341143","https://openalex.org/W4231687746","https://openalex.org/W2075045111","https://openalex.org/W2376943606"],"abstract_inverted_index":{"OBJECTIVE:":[0],"This":[1],"study":[2],"aimed":[3],"to":[4,23,103,168,262],"develop":[5],"a":[6,105,147,247],"nomogram":[7,191,229,249],"integrating":[8],"radiomics":[9,106,138,240],"features":[10,22,70,241],"derived":[11],"from":[12,73,253],"contrast-enhanced":[13],"ultrasound":[14,18],"(CEUS)":[15],"and":[16,32,47,75,82,90,127,134,140,153,182,207,238,265],"B-mode":[17],"(B-US)":[19],"with":[20,57,93,172,196,242],"clinical":[21,117,154,232,243,270],"improve":[24],"preoperative":[25,38],"differentiation":[26],"between":[27],"follicular":[28,33],"thyroid":[29,34,273],"carcinoma":[30],"(FTC)":[31],"adenoma":[35],"(FTA).":[36],"Accurate":[37],"diagnosis":[39],"is":[40],"critical":[41],"for":[42,250,268],"guiding":[43],"appropriate":[44],"treatment":[45],"strategies":[46],"reducing":[48],"unnecessary":[49],"interventions.":[50],"METHODS:":[51],"We":[52],"retrospectively":[53],"included":[54],"201":[55],"patients":[56],"histopathologically":[58],"confirmed":[59],"FTC":[60,252],"(n":[61,66],"=":[62,67],"133)":[63],"or":[64],"FTA":[65],"68).":[68],"Radiomics":[69],"were":[71,88,144,156],"extracted":[72],"B-US":[74,239],"CEUS":[76,237],"images,":[77],"followed":[78],"by":[79],"feature":[80],"selection":[81],"machine-learning":[83],"model":[84,111,143,162,256],"development.":[85],"Five":[86],"models":[87],"evaluated,":[89],"the":[91,94,98,121,169,179,187,204,213,228],"one":[92],"highest":[95],"area":[96],"under":[97],"curve":[99,222],"(AUC)":[100],"was":[101,112],"used":[102],"construct":[104],"signature.":[107],"A":[108],"Clinical":[109,141,160],"Risk":[110,142,161],"developed":[113,246],"using":[114],"statistically":[115],"significant":[116],"features,":[118],"which":[119],"outperformed":[120],"conventional":[122],"Chinese":[123],"Thyroid":[124],"Imaging":[125],"Reporting":[126],"Data":[128],"System":[129],"(C-TIRADS)":[130],"in":[131,178,186,203,212,272],"both":[132],"training":[133,180,205],"test":[135,188,214],"groups.":[136],"The":[137,159,190,255],"signature":[139],"integrated":[145],"into":[146],"nomogram,":[148],"whose":[149],"diagnostic":[150,165,194,259],"performance,":[151],"calibration":[152],"utility":[155],"assessed.":[157],"RESULTS:":[158],"achieved":[163],"superior":[164,258],"performance":[166,260],"compared":[167,261],"C-TIRADS":[170],"model,":[171],"AUCs":[173,197],"of":[174,198],"0.802":[175],"vs.":[176,184],"0.719":[177],"group":[181,206],"0.745":[183],"0.703":[185],"group.":[189,215],"further":[192],"improved":[193],"efficacy,":[195],"0.867":[199],"(95%":[200,209],"CI,":[201,210],"0.800-0.933)":[202],"0.833":[208],"0.729-0.937)":[211],"It":[216],"also":[217,225],"demonstrated":[218,257],"excellent":[219],"calibration.":[220],"Decision":[221],"analysis":[223],"(DCA)":[224],"indicated":[226],"that":[227],"showed":[230],"good":[231],"utility.":[233],"CONCLUSION:":[234],"By":[235],"combining":[236],"data,":[244],"we":[245],"robust":[248],"distinguishing":[251],"FTA.":[254],"existing":[263],"methods":[264],"holds":[266],"promise":[267],"enhancing":[269],"decision-making":[271],"nodule":[274],"management.":[275],"CLINICAL":[276],"TRIAL":[277],"NUMBER:":[278],"Not":[279],"applicable.":[280]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
