Development and Validation of a Deep Learning Model for Brain Tumor Diagnosis and Classification Using Magnetic Resonance Imaging.

Abstract

Authors

• Peiyi Gao
  National Center for Clinical Medicine of Neurological Diseases, Beijing, People's Republic of China.
• Wei Shan
  National Center for Clinical Medicine of Neurological Diseases, Beijing, People's Republic of China.
• Yue Guo
  Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland.
• Yinyan Wang
  Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China. Electronic address: tiantanyinyan@126.com.
• Rujing Sun
  National Center for Clinical Medicine of Neurological Diseases, Beijing, People's Republic of China.
• Jinxiu Cai
  Department of Radiology, Peking University First Hospital, No.8, Xishiku Street, Xicheng District, Beijing, 100034, China.
• Hao Li
  Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Wei Sheng Chan
  China National Clinical Research Center for Neurological Diseases, Beijing Hanalytics Artificial Intelligence Research Center for Neurological Disorders Beijing, PR China.
• Pan Liu
  Jiangsu Key Laboratory of Urban ITS, Southeast University, Si Pai Lou #2, Nanjing, 210096, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Si Pai Lou #2, Nanjing, 210096, China. Electronic address: pan_liu@hotmail.com.
• Lei Yi
  Department of Burn, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
• Shaosen Zhang
  National Center for Clinical Medicine of Neurological Diseases, Beijing, People's Republic of China.
• Weihua Li
  State Key Laboratory of Molecular Engineering of Polymers, Key Laboratory of Computational Physical Sciences, Department of Macromolecular Science, Fudan University, Shanghai 200438, China.
• Tao Jiang
  Department of Respiratory and Critical Care Medicine, Center for Respiratory Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
• Kunlun He
  Beijing Key Laboratory of Precision Medicine for Chronic Heart Failure, Chinese PLA General Hospital, Beijing, China.
• Zhenzhou Wu
  BioMind Technology AI Center, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijng, China.

Keywords

External Resources