Generalizable machine learning approach for COVID-19 mortality risk prediction using on-admission clinical and laboratory features

SS Barough, SAA Safavi-Naini, F Siavoshi, A Tamimi… - Scientific Reports, 2023 - nature.com
We aimed to propose a mortality risk prediction model using on-admission clinical and
laboratory predictors. We used a dataset of confirmed COVID-19 patients admitted to three …

Optimal Prognostic Accuracy: Machine Learning Approaches for COVID-19 Prognosis with Biomarkers and Demographic Information

S Hussain, X Songhua, MU Aslam, F Hussain… - New Generation …, 2024 - Springer
The global emergence of the unprecedented COVID-19 pandemic in late 2019 has led to
millions of infections and thousands of fatalities, profoundly affecting various aspects of life …