A novel method for screening malignant hematological diseases by constructing an optimal machine learning model based on blood cell parameters.

Abstract

Authors

• Dehua Sun
  Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou 510515, PR China.
• Wei Chen
  Department of Urology, Zigong Fourth People's Hospital, Sichuan, China.
• Jun He
  Institute of Animal Nutrition, Sichuan Agricultural University, Key Laboratory for Animal Disease-Resistance Nutrition of China Ministry of Education, Key Laboratory of Animal Disease-resistant Nutrition and Feed of China Ministry of Agriculture and Rural Affairs, Key Laboratory of Animal Disease-resistant Nutrition of Sichuan Province, Ya'an, 625014, China.
• Yongjian He
  Department of Clinical Laboratory, Nanfang Hospital, Guangzhou, 516006, China.
• Haoqin Jiang
  Department of Clinical Laboratory, Huashan Hospital Fudan University, Shanghai, 200040, China.
• Hong Jiang
  Department of Neurosurgery, Rui-Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
• Dandan Liu
  Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN.
• Lu Li
  State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China.
• Min Liu
  Department of Critical Care Medicine, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, China.
• Zhigang Mao
  Department of Clinical Laboratory, West China Hospital of Sichuan University, Chengdu, 610044, China.
• Chenxue Qu
  Department of Clinical Laboratory, Peking University First Hospital, Beijing, China. qucx2012@163.com.
• Linlin Qu
  Department of Clinical Laboratory, The First Bethune Hospital of Jilin University, Jilin, 130061, China.
• Ziyong Sun
  Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Jianbiao Wang
  Clinical Laboratory, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
• Wenjing Wu
  Department of Clinical Laboratory, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
• Xuefeng Wang
  Department of Advanced Manufacturing and Robotics, College of Engineering, Peking University, Beijing 100871, China.
• Wei Xu
  College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, 471023 China.
• Ying Xing
  Automation School, Beijing University of Posts and Telecommunications, Beijing 100876, China.
• Chi Zhang
  Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Jingxian Zhang
  Clinical Department (IVD), Shenzhen Mindray Bio-Medical Electronics Co, Ltd, Shenzhen, 518057, China.
• Lei Zheng
  Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Huanhuxi Road, Hexi District, Tianjin 300060, China.
• Shihong Zhang
  Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510062, China.
• Bo Ye
  Department of Thoracic Surgery, Thoracic Hospital Affiliated to Shanghai Jiaotong University, Shanghai 200030, China.
• Ming Guan
  School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou 510641, People's Republic of China.

Keywords

External Resources