{"id":"https://openalex.org/W4416094521","doi":"https://doi.org/10.1038/s41746-025-02097-w","title":"Automated detection of radiolucent foreign body aspiration on chest CT using deep learning","display_name":"Automated detection of radiolucent foreign body aspiration on chest CT using deep learning","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W4416094521","doi":"https://doi.org/10.1038/s41746-025-02097-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/41214229"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-02097-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02097-w","pdf_url":"https://www.nature.com/articles/s41746-025-02097-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-02097-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100764506","display_name":"Xiaofan Liu","orcid":"https://orcid.org/0009-0004-3990-1030"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofan Liu","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457703","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0002-6483-6056"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhe Chen","raw_affiliation_strings":["Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067430528","display_name":"Zhiyong Tang","orcid":"https://orcid.org/0000-0003-0610-0064"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiyong Tang","raw_affiliation_strings":["Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049602278","display_name":"Yang Xun","orcid":"https://orcid.org/0000-0002-4244-9805"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yang","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071556934","display_name":"Yankun Jiang","orcid":"https://orcid.org/0000-0002-1296-3424"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Jiang","raw_affiliation_strings":["Department of Radiology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052153646","display_name":"Dan Zheng","orcid":"https://orcid.org/0000-0003-2550-1795"},"institutions":[{"id":"https://openalex.org/I31590910","display_name":"Jianghan University","ror":"https://ror.org/041c9x778","country_code":"CN","type":"education","lineage":["https://openalex.org/I31590910"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Zheng","raw_affiliation_strings":["School of Medicine, Jianghan University, Wuhan, Hubei 430056, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Jianghan University, Wuhan, Hubei 430056, China","institution_ids":["https://openalex.org/I31590910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016945454","display_name":"Fangfang Jiang","orcid":"https://orcid.org/0000-0002-1500-494X"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangfang Jiang","raw_affiliation_strings":["Department of Biostatistics, University of Iowa, Iowa City, IA 52242, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, University of Iowa, Iowa City, IA 52242, USA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059805119","display_name":"Fang Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Ni","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101670175","display_name":"Shuang Geng","orcid":"https://orcid.org/0000-0002-7566-6398"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Geng","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031591175","display_name":"Qiong Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiong Qian","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069263948","display_name":"Yanhui Hao","orcid":"https://orcid.org/0000-0002-4616-0152"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Hao","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090911302","display_name":"Junjie Xu","orcid":"https://orcid.org/0000-0003-4303-7295"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Xu","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045644519","display_name":"Yin Wang","orcid":"https://orcid.org/0000-0001-6723-7975"},"institutions":[{"id":"https://openalex.org/I4210118229","display_name":"NIHR Southampton Biomedical Research Centre","ror":"https://ror.org/01qqpzg67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2802965805","https://openalex.org/I4210118229","https://openalex.org/I43439940"]},{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yin Wang","raw_affiliation_strings":["Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK. yihua.wang@soton.ac.uk"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]},{"raw_affiliation_string":"Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I4210118229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100542770","display_name":"Mingyuan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Zhu","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026795422","display_name":"Xiaoqing Wang","orcid":"https://orcid.org/0009-0005-0873-0432"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqing Wang","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061685303","display_name":"Rob M. Ewing","orcid":"https://orcid.org/0000-0001-6510-4001"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rob M. Ewing","raw_affiliation_strings":["Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. Rob.ewing@soton.ac.uk","Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. Rob.ewing@soton.ac.uk","Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. Rob.ewing@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. Rob.ewing@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033328008","display_name":"Zehor Belkhatir","orcid":"https://orcid.org/0000-0001-7277-3895"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zehor Belkhatir","raw_affiliation_strings":["Electronics and Computer Science, Digital Health & Biomedical Engineering Group, University of Southampton, Southampton SO17 1BJ, UK. z.belkhatir@soton.ac.uk","Electronics and Computer Science, Digital Health & Biomedical Engineering Group, University of Southampton, Southampton SO17 1BJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, Digital Health & Biomedical Engineering Group, University of Southampton, Southampton SO17 1BJ, UK. z.belkhatir@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Electronics and Computer Science, Digital Health & Biomedical Engineering Group, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069199424","display_name":"Guqin Zhang","orcid":"https://orcid.org/0000-0002-1485-7756"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guqin Zhang","raw_affiliation_strings":["Department of Respiratory and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, China. zgqxiaoxiao@126.com","Department of Respiratory and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Respiratory and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, China. zgqxiaoxiao@126.com","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Department of Respiratory and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031015135","display_name":"Hanxiang Nie","orcid":"https://orcid.org/0000-0002-7482-9474"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hanxiang Nie","raw_affiliation_strings":["Department of Respiratory and Critical Medicine, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China. nhxiang@whu.edu.cn","Department of Respiratory and Critical Medicine, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Respiratory and Critical Medicine, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China. nhxiang@whu.edu.cn","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]},{"raw_affiliation_string":"Department of Respiratory and Critical Medicine, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612657","display_name":"Yi Hu","orcid":"https://orcid.org/0000-0003-3561-0485"},"institutions":[{"id":"https://openalex.org/I2802965805","display_name":"University Hospital Southampton NHS Foundation Trust","ror":"https://ror.org/0485axj58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805"]},{"id":"https://openalex.org/I4210118229","display_name":"NIHR Southampton Biomedical Research Centre","ror":"https://ror.org/01qqpzg67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2802965805","https://openalex.org/I4210118229","https://openalex.org/I43439940"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Yi Hu","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China. huyi@zxhospital.com","NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China. huyi@zxhospital.com","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK","institution_ids":["https://openalex.org/I4210118229","https://openalex.org/I2802965805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101876956","display_name":"Weihua Wang","orcid":"https://orcid.org/0000-0002-6026-0942"},"institutions":[{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Wang","raw_affiliation_strings":["Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China. weihuawang2025@163.com","Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China. weihuawang2025@163.com","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100703458","display_name":"Yihua Wang","orcid":"https://orcid.org/0000-0001-5561-0648"},"institutions":[{"id":"https://openalex.org/I2802965805","display_name":"University Hospital Southampton NHS Foundation Trust","ror":"https://ror.org/0485axj58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802965805"]},{"id":"https://openalex.org/I4210118229","display_name":"NIHR Southampton Biomedical Research Centre","ror":"https://ror.org/01qqpzg67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2802965805","https://openalex.org/I4210118229","https://openalex.org/I43439940"]},{"id":"https://openalex.org/I4210143568","display_name":"Central Hospital of Wuhan","ror":"https://ror.org/04qs2sz84","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143568"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Yihua Wang","raw_affiliation_strings":["Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK. yihua.wang@soton.ac.uk","NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Department of Pulmonary and Critical Care Medicine, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430014, China","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210143568"]},{"raw_affiliation_string":"Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK. yihua.wang@soton.ac.uk","institution_ids":["https://openalex.org/I4210118229"]},{"raw_affiliation_string":"NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton SO16 6YD, UK","institution_ids":["https://openalex.org/I4210118229","https://openalex.org/I2802965805"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":22,"corresponding_author_ids":["https://openalex.org/A5031015135","https://openalex.org/A5033328008","https://openalex.org/A5069199424","https://openalex.org/A5100703458","https://openalex.org/A5101612657"],"corresponding_institution_ids":["https://openalex.org/I2802965805","https://openalex.org/I37461747","https://openalex.org/I4210118229","https://openalex.org/I4210120234","https://openalex.org/I4210140357","https://openalex.org/I4210143568","https://openalex.org/I43439940","https://openalex.org/I47720641"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46421403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"647","last_page":"647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11910","display_name":"Foreign Body Medical Cases","score":0.47530001401901245,"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/T11910","display_name":"Foreign Body Medical Cases","score":0.47530001401901245,"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/T12296","display_name":"Autopsy Techniques and Outcomes","score":0.09539999812841415,"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":0.0617000013589859,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/radiodensity","display_name":"Radiodensity","score":0.6636999845504761},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6525999903678894},{"id":"https://openalex.org/keywords/foreign-body","display_name":"Foreign body","score":0.5149999856948853},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47440001368522644},{"id":"https://openalex.org/keywords/foreign-body-aspiration","display_name":"Foreign body aspiration","score":0.4438999891281128},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.39660000801086426},{"id":"https://openalex.org/keywords/vertebral-body","display_name":"Vertebral body","score":0.36640000343322754}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7057999968528748},{"id":"https://openalex.org/C63565114","wikidata":"https://www.wikidata.org/wiki/Q2401305","display_name":"Radiodensity","level":3,"score":0.6636999845504761},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6525999903678894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.598800003528595},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5662000179290771},{"id":"https://openalex.org/C2779995113","wikidata":"https://www.wikidata.org/wiki/Q1455142","display_name":"Foreign body","level":2,"score":0.5149999856948853},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C2776470362","wikidata":"https://www.wikidata.org/wiki/Q25303650","display_name":"Foreign body aspiration","level":3,"score":0.4438999891281128},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C2993730151","wikidata":"https://www.wikidata.org/wiki/Q180323","display_name":"Vertebral body","level":2,"score":0.36640000343322754},{"id":"https://openalex.org/C2779664554","wikidata":"https://www.wikidata.org/wiki/Q48834880","display_name":"Foreign Bodies","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C2781137159","wikidata":"https://www.wikidata.org/wiki/Q1283318","display_name":"Chest radiograph","level":3,"score":0.29670000076293945},{"id":"https://openalex.org/C105922876","wikidata":"https://www.wikidata.org/wiki/Q1423981","display_name":"Airway","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2554999887943268},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-025-02097-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02097-w","pdf_url":"https://www.nature.com/articles/s41746-025-02097-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:41214229","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41214229","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:eprints.soton.ac.uk:506856","is_oa":false,"landing_page_url":"http://doi.org/10.1038/s41746-025-02097-w>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:b675a0629c8d4b5d890ab7ed87d1450b","is_oa":true,"landing_page_url":"https://doaj.org/article/b675a0629c8d4b5d890ab7ed87d1450b","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":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-12 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11411495","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12603148","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-02097-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02097-w","pdf_url":"https://www.nature.com/articles/s41746-025-02097-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G139637754","display_name":null,"funder_award_id":"202308060201","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G1858021693","display_name":"DEFINING THE ROLE OF ZEB1-DEPENDENT EPITHELIAL-MESENCHYMAL CROSSTALK IN LUNG FIBROSIS","funder_award_id":"MR/S025480/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G2670088229","display_name":null,"funder_award_id":"202308060211","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G3021766779","display_name":null,"funder_award_id":"MR/S025480/1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5936498120","display_name":null,"funder_award_id":"82370031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7528373022","display_name":null,"funder_award_id":"62073149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8202477767","display_name":null,"funder_award_id":"2022YFC2303800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416094521.pdf","grobid_xml":"https://content.openalex.org/works/W4416094521.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1931242164","https://openalex.org/W1980177674","https://openalex.org/W1994519866","https://openalex.org/W2045898750","https://openalex.org/W2071257974","https://openalex.org/W2090140051","https://openalex.org/W2104857099","https://openalex.org/W2547055581","https://openalex.org/W2554140915","https://openalex.org/W2885818977","https://openalex.org/W2963705778","https://openalex.org/W2979556878","https://openalex.org/W3017879694","https://openalex.org/W3131573089","https://openalex.org/W3165484230","https://openalex.org/W3178878183","https://openalex.org/W3193526085","https://openalex.org/W3203545794","https://openalex.org/W4220733703","https://openalex.org/W4221142635","https://openalex.org/W4225632136","https://openalex.org/W4283826389","https://openalex.org/W4295511942","https://openalex.org/W4300978531","https://openalex.org/W4312128947","https://openalex.org/W4324026589","https://openalex.org/W4372232593","https://openalex.org/W4385346231","https://openalex.org/W4386575214","https://openalex.org/W4389421256","https://openalex.org/W4391897718","https://openalex.org/W4403062407"],"related_works":[],"abstract_inverted_index":{"Radiolucent":[0],"foreign":[1,132],"body":[2,133],"aspiration":[3],"(FBA)":[4],"remains":[5],"diagnostically":[6,114],"challenging":[7],"due":[8],"to":[9,20,42,93,123],"its":[10,91],"subtle":[11],"imaging":[12],"signatures":[13],"on":[14],"chest":[15],"CT":[16],"scans,":[17],"often":[18],"leading":[19],"delayed":[21],"or":[22],"missed":[23,95],"diagnoses.":[24],"We":[25],"present":[26],"a":[27,33,39,68],"deep":[28],"learning":[29],"model":[30,47,74],"integrating":[31],"MedpSeg,":[32],"high-precision":[34],"airway":[35],"segmentation":[36],"method,":[37],"with":[38,59],"convolutional":[40],"classifier":[41],"detect":[43],"radiolucent":[44,131],"FBA.":[45],"The":[46],"was":[48],"trained":[49],"and":[50,63,84,99,116],"validated":[51],"across":[52],"three":[53],"independent":[54,70],"cohorts,":[55],"demonstrating":[56],"consistent":[57],"performance":[58],"accuracies":[60],"above":[61],"90%":[62],"balanced":[64],"recall-precision":[65],"metrics.":[66],"In":[67],"blinded":[69],"evaluation":[71],"cohort,":[72],"the":[73,106,127],"outperformed":[75],"expert":[76],"radiologists":[77,125],"in":[78,126],"both":[79],"recall":[80],"(71.4%":[81],"vs.":[82,88],"35.7%)":[83],"F1":[85],"score":[86],"(74.1%":[87],"52.6%),":[89],"highlighting":[90],"potential":[92,108],"reduce":[94],"cases":[96],"(false":[97],"negatives)":[98],"support":[100,124],"clinical":[101],"decision-making.":[102],"This":[103],"study":[104],"illustrates":[105],"translational":[107],"of":[109,129],"artificial":[110],"intelligence":[111],"for":[112],"addressing":[113],"complex":[115],"high-risk":[117],"conditions,":[118],"offering":[119],"an":[120],"effective":[121],"tool":[122],"assessment":[128],"suspected":[130],"aspiration.":[134],"Code":[135],"is":[136],"available":[137],"at":[138],"https://github.com/ZheChen1999/FBA_DL":[139],".":[140]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-11-10T00:00:00"}