Deep Learning Hybrid Models for COVID-19 Prediction

Ziyue Yu, Lihua He, Wuman Luo, Rita Tse, Giovanni Pau

Abstract: COVID-19 is a highly contagious virus. Blood test is one of effective methods for COVID-19 diagnosis. However, the issues of blood test are time-consuming and lack of medical staff. In this paper, four deep learning hybrid models are proposed to address these issues (i.e., CNN+GRU, CNN+Bi-RNN, CNN+B...