A machine learning model for diagnosing acute pulmonary embolism and comparison with Wells score,revised Geneva score,and Years algorithmOACSTPCDMEDLINE
Background:Acute pulmonary embolism(APE)is a fatal cardiovascular disease,yet missed diagnosis and misdiagnosis often occur due to non-specific symptoms and signs.A simple,objective technique will help clinicians make a quick…查看全部>>
Linfeng Xi;Han Kang;Mei Deng;Wenqing Xu;Feiya Xu;Qian Gao;Wanmu Xie;Rongguo Zhang;Min Liu;Zhenguo Zhai;Chen Wang
Capital Medical University,Beijing 100069,China National Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,ChinaInstitute of Advanced Research,Infervision Medical Technology Co.,Ltd.,Beijing 100025,ChinaDepartment of Radiology,China-Japan Friendship Hospital,Beijing 100029,China Chinese Academy of Medical Sciences and Peking Union Medical College,Beijing 100730,ChinaDepartment of Radiology,Peking University China-Japan Friendship School of Clinical Medicine,Beijing 100191,ChinaCapital Medical University,Beijing 100069,China National Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,ChinaNational Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,ChinaNational Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,ChinaInstitute of Advanced Research,Infervision Medical Technology Co.,Ltd.,Beijing 100025,ChinaDepartment of Radiology,China-Japan Friendship Hospital,Beijing 100029,ChinaNational Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,ChinaCapital Medical University,Beijing 100069,China National Center for Respiratory Medicine,State Key Laboratory of Respiratory Health and Multimorbidity,National Clinical Research Center for Respiratory Diseases,Institute of Respiratory Medicine,Chinese Academy of Medical Sciences,Department of Pulmonary and Critical Care Medicine,Center of Respiratory Medicine,China-Japan Friendship Hospital,Beijing 100029,China
计算机与自动化
Acute pulmonary embolismMachine learningWells scoreRevised Geneva scoreYears algorithm
《Chinese Medical Journal》 2024 (6)
P.676-682,7
supported by grants from the Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences(No.2021-I2M-1-049)the Elite Medical Professionals Project of China-Japan Friendship Hospital(No.ZRJY2021-BJ02)the National High Level Hospital Clinical Research Funding(No.2022-NHLHCRF-LX-01).
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