{"id":"https://openalex.org/W4408291529","doi":"https://doi.org/10.1186/s12880-025-01612-5","title":"CT-based radiomics models using intralesional and different perilesional signatures in predicting the microvascular density of hepatic alveolar echinococcosis","display_name":"CT-based radiomics models using intralesional and different perilesional signatures in predicting the microvascular density of hepatic alveolar echinococcosis","publication_year":2025,"publication_date":"2025-03-10","ids":{"openalex":"https://openalex.org/W4408291529","doi":"https://doi.org/10.1186/s12880-025-01612-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/40065220"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-01612-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01612-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01612-5","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/s12880-025-01612-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101524917","display_name":"Juan Hou","orcid":"https://orcid.org/0000-0002-8896-3105"},"institutions":[{"id":"https://openalex.org/I2802734952","display_name":"First Affiliated Hospital of Xinjiang Medical University","ror":"https://ror.org/02qx1ae98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802734952"]},{"id":"https://openalex.org/I154093214","display_name":"Xinjiang Medical University","ror":"https://ror.org/01p455v08","country_code":"CN","type":"education","lineage":["https://openalex.org/I154093214"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Hou","raw_affiliation_strings":["Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China","institution_ids":["https://openalex.org/I2802734952","https://openalex.org/I154093214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101376133","display_name":"Simiao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I154093214","display_name":"Xinjiang Medical University","ror":"https://ror.org/01p455v08","country_code":"CN","type":"education","lineage":["https://openalex.org/I154093214"]},{"id":"https://openalex.org/I2802734952","display_name":"First Affiliated Hospital of Xinjiang Medical University","ror":"https://ror.org/02qx1ae98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802734952"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Simiao Zhang","raw_affiliation_strings":["Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China","institution_ids":["https://openalex.org/I2802734952","https://openalex.org/I154093214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073522854","display_name":"Shouxian Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154093214","display_name":"Xinjiang Medical University","ror":"https://ror.org/01p455v08","country_code":"CN","type":"education","lineage":["https://openalex.org/I154093214"]},{"id":"https://openalex.org/I2802734952","display_name":"First Affiliated Hospital of Xinjiang Medical University","ror":"https://ror.org/02qx1ae98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802734952"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouxian Li","raw_affiliation_strings":["Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China","institution_ids":["https://openalex.org/I2802734952","https://openalex.org/I154093214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101137596","display_name":"Zicheng Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zicheng Zhao","raw_affiliation_strings":["Canon Medical Systems (China), Beijing, 100015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Systems (China), Beijing, 100015, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030909961","display_name":"Longfei Zhao","orcid":"https://orcid.org/0000-0002-6277-0137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longfei Zhao","raw_affiliation_strings":["Canon Medical Systems (China), Beijing, 100015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canon Medical Systems (China), Beijing, 100015, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005582954","display_name":"Tieliang Zhang","orcid":"https://orcid.org/0000-0001-5812-7010"},"institutions":[{"id":"https://openalex.org/I2802734952","display_name":"First Affiliated Hospital of Xinjiang Medical University","ror":"https://ror.org/02qx1ae98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802734952"]},{"id":"https://openalex.org/I154093214","display_name":"Xinjiang Medical University","ror":"https://ror.org/01p455v08","country_code":"CN","type":"education","lineage":["https://openalex.org/I154093214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tieliang Zhang","raw_affiliation_strings":["Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China","institution_ids":["https://openalex.org/I2802734952","https://openalex.org/I154093214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101669271","display_name":"Wenya Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802734952","display_name":"First Affiliated Hospital of Xinjiang Medical University","ror":"https://ror.org/02qx1ae98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802734952"]},{"id":"https://openalex.org/I154093214","display_name":"Xinjiang Medical University","ror":"https://ror.org/01p455v08","country_code":"CN","type":"education","lineage":["https://openalex.org/I154093214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenya Liu","raw_affiliation_strings":["Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China. 13999202977@163.com","Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China. 13999202977@163.com","institution_ids":[]},{"raw_affiliation_string":"Imaging Center, First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, Xinjiang, China","institution_ids":["https://openalex.org/I2802734952","https://openalex.org/I154093214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101524917"],"corresponding_institution_ids":["https://openalex.org/I154093214","https://openalex.org/I2802734952"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.156,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74189845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"25","issue":"1","first_page":"84","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11154","display_name":"Parasitic infections in humans and animals","score":0.847599983215332,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T11154","display_name":"Parasitic infections in humans and animals","score":0.847599983215332,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T12463","display_name":"Amoebic Infections and Treatments","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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":0.00800000037997961,"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":0.8299343585968018},{"id":"https://openalex.org/keywords/echinococcosis","display_name":"Echinococcosis","score":0.5848665833473206},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5546916723251343},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5418980121612549},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4359127879142761},{"id":"https://openalex.org/keywords/cystic-echinococcosis","display_name":"Cystic echinococcosis","score":0.4190391004085541},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.372528612613678}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8299343585968018},{"id":"https://openalex.org/C2779687537","wikidata":"https://www.wikidata.org/wiki/Q777087","display_name":"Echinococcosis","level":2,"score":0.5848665833473206},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5546916723251343},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5418980121612549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4359127879142761},{"id":"https://openalex.org/C2909003041","wikidata":"https://www.wikidata.org/wiki/Q777087","display_name":"Cystic echinococcosis","level":3,"score":0.4190391004085541},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.372528612613678}],"mesh":[{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082644","descriptor_name":"Microvascular Density","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","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":"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":"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":"D004443","descriptor_name":"Echinococcosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004443","descriptor_name":"Echinococcosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004443","descriptor_name":"Echinococcosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D004444","descriptor_name":"Echinococcosis, Hepatic","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":"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":"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":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000098","qualifier_name":"blood supply","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":"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":"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":"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":"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":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","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":true},{"descriptor_ui":"D049451","descriptor_name":"Nomograms","qualifier_ui":null,"qualifier_name":null,"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":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-01612-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01612-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01612-5","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:40065220","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40065220","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:69902e45ed314e329a3af46bf9b8c1c7","is_oa":true,"landing_page_url":"https://doaj.org/article/69902e45ed314e329a3af46bf9b8c1c7","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 1-11 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11895365","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11895365","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":"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/s12880-025-01612-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01612-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01612-5","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":[{"id":"https://metadata.un.org/sdg/2","score":0.6299999952316284,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G6257341312","display_name":null,"funder_award_id":"81974263","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408291529.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1997410071","https://openalex.org/W2109017670","https://openalex.org/W2177870565","https://openalex.org/W2295727992","https://openalex.org/W2406366034","https://openalex.org/W2422031584","https://openalex.org/W2556761323","https://openalex.org/W2947262135","https://openalex.org/W2948145657","https://openalex.org/W2990629086","https://openalex.org/W3024600740","https://openalex.org/W3154204393","https://openalex.org/W3191316457","https://openalex.org/W4210372312","https://openalex.org/W4211173480","https://openalex.org/W4298156621","https://openalex.org/W4307229369","https://openalex.org/W4307843302","https://openalex.org/W4319868648","https://openalex.org/W4376610559","https://openalex.org/W4379259402","https://openalex.org/W4385362935","https://openalex.org/W4387038163","https://openalex.org/W4389510141","https://openalex.org/W4400099097","https://openalex.org/W4401403463","https://openalex.org/W4401434480","https://openalex.org/W4403891663"],"related_works":["https://openalex.org/W2150161368","https://openalex.org/W2463504770","https://openalex.org/W3006697083","https://openalex.org/W2414762411","https://openalex.org/W2360780081","https://openalex.org/W2142818624","https://openalex.org/W4253292250","https://openalex.org/W2076926290","https://openalex.org/W1989338966","https://openalex.org/W2187576162"],"abstract_inverted_index":{"To":[0],"evaluate":[1,146],"the":[2,15,56,82,147,153,157,161,166,169,186,192,198,204,216,222,229,235,252],"performance":[3,149,164],"of":[4,19,71,150,185,203,246],"CT-based":[5,238],"intralesional":[6],"combined":[7,98,105,113,128],"with":[8,34,165],"different":[9],"perilesional":[10,101,108,116],"radiomics":[11,74,87,121,155,240],"models":[12,88],"in":[13,172,191,197,215,221],"predicting":[14],"microvascular":[16],"density":[17],"(MVD)":[18],"hepatic":[20],"alveolar":[21],"echinococcosis":[22],"(HAE).":[23],"This":[24],"study":[25],"retrospectively":[26],"analyzed":[27],"preoperative":[28],"CT":[29,79],"data":[30],"from":[31,78],"303":[32],"patients":[33,51],"HAE":[35],"confirmed":[36],"by":[37],"surgical":[38],"pathology":[39],"(MVD":[40],"positive,":[41],"n":[42,47],"=":[43,48,60,66],"182;":[44],"MVD":[45,245],"negative,":[46],"121).":[49],"The":[50,73,119,183,201,225,248],"were":[52,76,89,127,143],"randomly":[53],"divided":[54],"into":[55],"training":[57,173,193,217],"cohort":[58,64,174,177,194,218],"(n":[59,65],"242)":[61],"and":[62,111,124,138,175,180,195,209,219],"test":[63,176,199,223],"61)":[67],"at":[68],"a":[69,131],"ratio":[70],"8:2.":[72],"features":[75,126],"extracted":[77],"images":[80],"on":[81,92],"portal":[83],"vein":[84],"phase.":[85],"Four":[86],"constructed":[90],"based":[91,207],"gross":[93,97,104,112],"lesion":[94],"volume":[95,102,109,117],"(GLV),":[96],"10":[99],"mm":[100,107,115],"(GPLV10mm),":[103],"15":[106],"(GPLV15mm)":[110],"20":[114],"(GPLV20mm).":[118],"best":[120,253],"signature":[122],"model":[123,159,188,206,241,250],"clinical":[125,187,208],"to":[129,145],"establish":[130],"nomogram.":[132],"Receiver":[133],"operating":[134],"characteristic":[135],"curve":[136,140],"(ROC)":[137],"decision":[139],"analysis":[141],"(DCA)":[142],"used":[144],"predictive":[148,254],"models.":[151,237],"Among":[152],"four":[154],"models,":[156],"GPLV20mm":[158,210,239],"performed":[160],"highest":[162],"prediction":[163],"area":[167],"under":[168],"curves":[170],"(AUCs)":[171],"was":[178,189,213],"0.876":[179],"0.802,":[181],"respectively.":[182],"AUC":[184,202],"0.753":[190],"0.699":[196],"cohort.":[200,224],"nomogram":[205,230,249],"radiomic":[211],"signatures":[212],"0.922":[214],"0.849":[220],"DCA":[226],"showed":[227,251],"that":[228],"had":[231],"greater":[232],"benefits":[233],"among":[234],"three":[236],"can":[242],"better":[243],"predict":[244],"HAE.":[247],"performance.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-18T08:16:58.900851","created_date":"2025-10-10T00:00:00"}