Developing Deep LSTMs with Later Temporal Attention for Predicting COVID-19 Severity, Clinical Outcome, and Antibody Level by Screening Serological Indicators over Time

Jiaxin Cai,Yang Li, Baichen Liu, Zhixi Wu, Shengjun Zhu, Qiliang Chen,Qing Lei,Hongyan Hou, Zhibin Guo,Hewei Jiang,Shujuan Guo,Feng Wang, Shengjing Huang,Shunzhi Zhu,Xionglin Fan,Shengce Tao

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS（2024）

引用 12|浏览31

关键词

COVID-19,Blood,Diseases,Antibodies,Computed tomography,Medical services,Long short term memory,clinical decision making,deep learning,ensemble learning,attention mechanism,Long Short Term Memory

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