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Machine learning algorithms utilizing blood parameters enable early detection of immunethrombotic dysregulation in COVID-19.
Zhou, Zhaoming; Zhou, Xiang; Cheng, Liming; Wen, Lei; An, Taixue; Gao, Heng; Deng, Hongrong; Yan, Qi; Zhang, Xinlu; Li, Youjiang; Liao, Yixing; Chen, Xin-Zu; Nie, Bin; Cheng, Jie; Deng, Guanhua; Wang, Shengqiang; Li, Juan; Yin, Hanqi; Zhang, Mengxian; Cai, Linbo; Zheng, Lei; Li, Minglun; Jones, Bleddyn; Chen, Longhua; Abdollahi, Amir; Zhou, Meijuan; Zhou, Ping-Kun; Zhou, Cheng.
  • Zhou Z; Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Zhou X; Department of Radiation Medicine, School of Public Health, Southern Medical University, Guangzhou, China.
  • Cheng L; Department of Anesthesiology, General Hospital of Central Theater Command of PLA, Wuhan, China.
  • Wen L; Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • An T; Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China.
  • Gao H; Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Deng H; Department of Neurosurgery, Jiangyin Affiliated Hospital of Southeast University School of Medicine, Jiangyin, China.
  • Yan Q; Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
  • Zhang X; Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Li Y; Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Liao Y; Department of Clinical Laboratory, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China.
  • Chen XZ; Department of Critical Care Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Nie B; Department of Gastrointestinal and Hernia Surgery, The Second People's Hospital of Yibin - West China Yibin Hospital, Sichuan University, Yibin, China.
  • Cheng J; Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China.
  • Deng G; Department of Laboratory Medicine, The Second People's Hospital of Yibin - West China Yibin Hospital, Sichuan University, Yibin, China.
  • Wang S; Center for Reproductive Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
  • Li J; Shanghai Key Laboratory for Assisted Reproduction and Reproductive Genetics, Shanghai, China.
  • Yin H; Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China.
  • Zhang M; Department of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Cai L; Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China.
  • Zheng L; South China Institute of Biomedicine, Guangzhou, China.
  • Li M; Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Jones B; Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China.
  • Chen L; Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Abdollahi A; Department of Radiation Oncology, University Hospital, Ludwig-Maximilians-University (LMU) Munich, Munich, Germany.
  • Zhou M; Gray Laboratory, CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford, UK.
  • Zhou PK; Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Zhou C; Translational Radiation Oncology, German Cancer Research Center (DKFZ) and University Heidelberg School of Medicine, Heidelberg, Germany.
Clin Transl Med ; 11(9): e523, 2021 09.
Article in English | MEDLINE | ID: covidwho-1437039
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Full text: Available Collection: International databases Database: MEDLINE Main subject: Thrombosis / Gene Expression Profiling / Machine Learning / COVID-19 Type of study: Diagnostic study Limits: Humans Language: English Journal: Clin Transl Med Year: 2021 Document Type: Article Affiliation country: Ctm2.523

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Full text: Available Collection: International databases Database: MEDLINE Main subject: Thrombosis / Gene Expression Profiling / Machine Learning / COVID-19 Type of study: Diagnostic study Limits: Humans Language: English Journal: Clin Transl Med Year: 2021 Document Type: Article Affiliation country: Ctm2.523