Machine learning algorithms utilizing blood parameters enable early detection of immunethrombotic dysregulation in COVID-19

Affiliations

• ¹ Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• ² Department of Radiation Medicine, School of Public Health, Southern Medical University, Guangzhou, China.
• ³ Department of Anesthesiology, General Hospital of Central Theater Command of PLA, Wuhan, China.
• ⁴ Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• ⁵ Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China.
• ⁶ Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• ⁷ Department of Neurosurgery, Jiangyin Affiliated Hospital of Southeast University School of Medicine, Jiangyin, China.
• ⁸ Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
• ⁹ Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• ¹⁰ Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
• ¹¹ Department of Clinical Laboratory, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China.
• ¹² Department of Critical Care Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
• ¹³ Department of Gastrointestinal and Hernia Surgery, The Second People's Hospital of Yibin - West China Yibin Hospital, Sichuan University, Yibin, China.
• ¹⁴ Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China.
• ¹⁵ Department of Laboratory Medicine, The Second People's Hospital of Yibin - West China Yibin Hospital, Sichuan University, Yibin, China.
• ¹⁶ Center for Reproductive Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
• ¹⁷ Shanghai Key Laboratory for Assisted Reproduction and Reproductive Genetics, Shanghai, China.
• ¹⁸ Department of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• ¹⁹ South China Institute of Biomedicine, Guangzhou, China.
• ²⁰ Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• ²¹ Department of Radiation Oncology, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
• ²² Gray Laboratory, CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford, UK.
• ²³ Translational Radiation Oncology, German Cancer Research Center (DKFZ) and University Heidelberg School of Medicine, Heidelberg, Germany.
• ²⁴ Department of Radiation Biology, Beijing Key Laboratory for Radiobiology, Beijing Institute of Radiation Medicine, Beijing, China.