A causal forest model integrating quantitative CT scores to predict benefit from flexible bronchoscopy in pediatric Mycoplasma pneumoniae pneumonia: a two-center retrospective study
Year: 2025
Type: article
Language: en
Topic: Pneumonia and Respiratory Infections
Authors and affiliations:
raw_author_name: Zhoumeng Ying
raw_affiliation_strings: 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China
raw_author_name: Jing Li
raw_affiliation_strings: Department of Data and Information, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Zheming Li
raw_affiliation_strings: Department of Data and Information, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Ge Hu
raw_affiliation_strings: Theranostics and Translational Research Center, National Infrastructures for Translational Medicine, Institute of Clinical Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
raw_author_name: Fei Yang
raw_affiliation_strings: Department of CT, Rizhao Hospital of Traditional Chinese Medicine, Rizhao, People's Republic of China
raw_author_name: Zhu Zhu
raw_affiliation_strings: Department of Data and Information, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, People's Republic of China
Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Wei Han
raw_affiliation_strings: Department of Epidemiology and Health Statistics, Institute of Basic Medicine Sciences, School of Basic Medicine, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, People's Republic of China
raw_author_name: Zhenchen Zhu
raw_affiliation_strings: Department of Data and Information, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, People's Republic of China
Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Baofeng Zhang
raw_affiliation_strings: Department of Pediatrics, Rizhao Hospital of Traditional Chinese Medicine, Rizhao, People's Republic of China
raw_author_name: Zhen Zhou
raw_affiliation_strings: Deepwise AI Lab, Beijing Deepwise & League of PhD Technology Co.Ltd, Beijing, People's Republic of China
raw_author_name: Mengyu Duan
raw_affiliation_strings: Department of Data and Information, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Weixiong Tan
raw_affiliation_strings: Deepwise AI Lab, Beijing Deepwise & League of PhD Technology Co.Ltd, Beijing, People's Republic of China
raw_author_name: Xinxin Li
raw_affiliation_strings: National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
raw_author_name: Zhengyu Jin
raw_affiliation_strings: Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China
raw_author_name: Lan Song
raw_affiliation_strings: Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China. songl@pumch.cn
Department of Radiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, People's Republic of China
raw_author_name: Gang Yu
raw_affiliation_strings: National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China. yugbme@zju.edu.cn
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China. yugbme@zju.edu.cn
Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, People's Republic of China
National Clinical Research Center for Child Health, National Children's Regional Medical Center, Children's Hospital, Zhejiang University School of Medicine, Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, No. 3333 Binsheng Road, Binjiang District, Hangzhou, 310000, People's Republic Of China