1. Jiang Y, Shi H, Liu W, Wang Z (2022) Machine learning for predicting COVID-19 severity: a retrospective cohort study. Comput Mathematic Methods Med
2. Li L, Qin L, Xu Z, Yin Y, Wang X, Kong B, ... Liu J (2021) Artificial intelligence distinguishes COVID-19 from community acquired pneumonia on chest CT. Radiology 298(2):E65–E72
3. Mittal A, Gupta P, Malav D, Saluja P (2022) An ensemble learning framework for early prediction of COVID-19. Expert Syst Appl 189:115501
4. Saber-Ayad M, Abdelsamea MM, Abdelhameed AS, Hassanien AE (2021) A review of machine learning-based approaches for COVID-19 patient deterioration prediction. Inform Med Unlock 24:100597
5. Ahmed SS, Ali SF, Murtaza G, Sami A, Khatoon A, Rahman SU (2022) A machine learning approach for predicting COVID-19 severity using blood test results. SN Comput Sci 3(2):1–11