TY - JOUR AU - Ayoobi, Nooshin AU - Gorriz Sáez, Juan Manuel PY - 2021 UR - http://hdl.handle.net/10481/70317 AB - The first known case of Coronavirus disease 2019 (COVID-19) was identified in December 2019. It has spread worldwide, leading to an ongoing pandemic, imposed restrictions and costs to many countries. Predicting the number of new cases and deaths... LA - eng PB - Elsevier KW - Long Short Term Memory (LSTM) KW - Convolutional Long Short Term Memory (Conv-LSTM) KW - Gated Recurrent Unit (GRU) KW - Bidirectional KW - New Cases of COVID-19 KW - New Deaths of COVID-19 KW - COVID-19 prediction KW - Deep learning KW - Machine learning TI - Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods DO - 10.1016/j.rinp.2021.104495 ER -