.../value This research work is original and not plagiarized. Figure 3 Architecture of LSTM cell Table 1 Unidirectional LSTM structure used in this work Layer (type) Output shape Parameters lstm_1 (None, 4097, 64) 16896 batch_normalization_1 (None, 4097, 64) 256...

... research COVID-19 data set. As COVID-19 has an up-to-date data collection from the government, deep learning techniques can be used to predict future outbreak of coronavirus. The existing long short-term memory (LSTM) model is fine-tuned to forecast the outbreak of COVID-19 with better accuracy...

..., Li et al. (2020) used patient’s CT images thoroughly. This research group has achieved 90%, 96% and 0.96 sensitivity, precision and region under the receiver operating curve area under the curve (AUC), respectively. The DL model based on CNN and long-term memory (LSTM) has been suggested...