Machine learning-based diagnosis of uterine myomas and sarcomas using tumor-educated platelet transcriptomics: a retrospective multicenter study.

Abstract

Authors

• Xudong Liu
  Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
• Roujie Huang
  Department of Obstetrics and Gynecology, National Clinical Research Center for Obstetric & Gynecologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
• Hua Yang
• Yu Dong
  Digital Center, School of Stomatology, The Fourth Military Medical University, State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration & National Clinical Research Center for Oral Diseases & Shaanxi Key Laboratory of Stomatology, Xi'an, Shaanxi, China.
• Lei Li
  Department of Thoracic Surgery, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huai'an, China.
• Zhe Li
• Jia Zeng
  Center for Computational Biomedicine, School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX 77030, USA, Department of Public Health Science, Medical University of South Carolina, 135 Cannon Street, Suite 303, Charleston, SC 29425, USA and Department of Investigational Cancer Therapeutics, Institute for Personalized Cancer Therapy, UT-MD Anderson Cancer Center, 1400 Holcombe Blvd., FC8.3044, Houston, TX 77030, USA.
• Qingxia Zhang
  Department of Obstetrics and Gynecology, China-Japan Friendship Hospital, Beijing 100029, China.
• Yun Liu
  Google Health, Palo Alto, CA USA.
• Lei Zhang
  Division of Gastroenterology, Union Hospital, Tongji Medical College Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Yidi Ma
  Department of Obstetrics and Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
• Lin Zhang
  Laboratory of Molecular Translational Medicine, Centre for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Clinical Research Center for Birth Defects of Sichuan Province, West China Second Hospital, Sichuan University, Chengdu, Sichuan, 610041, China. Electronic address: [email protected].
• Weijie Tian
  Department of Gynecology, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang 550002, China.
• Yan You
  Department of Pharmacology, School of Pharmacy, Fudan University, Shanghai, China. [email protected].
• Yaqian Li
  The Second Clinical Medical School, Zhengzhou University, Zhengzhou, China.
• Tianshu Sun
  The State Key Laboratory for Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Beijing 100730, China; 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 100730, China.
• Xiaoyue Zhao
  The State Key Laboratory for Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Beijing 100730, China; Department of Obstetrics and Gynecology, National Clinical Research Center for Obstetric & Gynecologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China.
• Wei Liu
  Department of Radiation Oncology, Mayo Clinic, Scottsdale, AZ, United States.
• Le Dang
  Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
• Zhibo Zhang
  International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Jilin, 130022, China.
• Ran Chen
  Department of Diagnostic Ultrasound and Echocardiography, Sir Run Run Shaw Hospital, Zhejiang University College of Medicine, Hangzhou, People's Republic of China.
• Yining Zhao
• Yiming Liang
  Department of Engineering Mechanics, Zhejiang University, Hangzhou, 310027, China.
• Baochen Du
  Precision Scientific (Beijing) Co., Ltd., Beijing 100085, China.
• Qijun Xu
  Precision Scientific (Beijing) Co., Ltd., Beijing 100085, China.
• Xuwo Ji
  Precision Scientific (Beijing) Co., Ltd., Beijing 100085, China.
• Yuxing Dai
  Engineering Research Center of the Ministry of Education for Intelligent Rehabilitation Equipment and Detection Technologies, Hebei University of Technology, Tianjin 300401, PR China; Hebei Key Laboratory of Robot Sensing and Human-robot Interaction, Hebei University of Technology, Tianjin 300401, PR China; School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, PR China.
• Han Liang
  Department of Gastric Surgery, Tianjin Medical University Cancer Institute & Hospital, Tianjin, China.
• Lan Zhu
  Department of General Practice, Zhongshan Hospital, Fudan University, Shanghai, China.

Keywords

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