Review on COVID-19 diagnosis models based on machine learning and deep learning approaches

Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia; University of Kufa, Kufa, Najaf, Iraq; Ajman University, Ajman, Ajman, United Arab Emirates; Department of Information Technology, Al-Balqa Applied University, Salt, Al-Balqa, Jordan; Department of Computing, American University of Kuwait, Kuwait City, Kuwait; Department of Computer Science, Yarmouk University, Irbid, Irbid, Jordan; Department of Computer Science, Al-Aqsa University, Gaza Strip, Palestine; School of Computer Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia; Faculty of Information Technology, Middle East University Jordan, Amman, Amman, Jordan; MLALP Research Group, University of Sharjah, Sharjah, Sharjah, United Arab Emirates; College of Agriculture, Al-Muthanna University, Samawah, Muthanna, Iraq; Faculty of Applied Mathematics, Silesian University of Technology, Gliwice, Silesian, Poland; College of Computer Sciences and Information Technology, University of Anbar, Ramadi, Al Anbar, Iraq; Sorbonne Center of Artificial Intelligence, Sorbonne University Abu Dhabi, Abu Dhabi, Abu Dhabi, United Arab Emirates