Risk factors prediction, clinical outcomes, and mortality in COVID19 patients

R Alizadehsani, Z Alizadeh Sani… - Journal of medical …, 2021 - Wiley Online Library
… To the best of our knowledge, a number of factors associated with mortality due to COVID-19
helpful in early prediction and risk reduction of mortality in patients infected with COVID-19. …

[HTML][HTML] An interpretable mortality prediction model for COVID-19 patients

L Yan, HT Zhang, J Goncalves, Y Xiao… - Nature machine …, 2020 - nature.com
… 2), for COVID-19 prognostic prediction. We have developed an XGBoost machine learning-based
model that can predict the mortality … a reduction of mortality in patients with COVID-19. …

Serum biomarkers for prediction of mortality in patients with COVID-19

RS Loomba, EG Villarreal, JS Farias… - Annals of clinical …, 2022 - journals.sagepub.com
mortality in patients with the coronavirus disease (COVID-19) pandemic. The purpose of this
study is to determine the differences in serum biomarker levels in adults with COVID-19 who …

Real-time estimation and prediction of mortality caused by COVID-19 with patient information based algorithm

L Wang, J Li, S Guo, N Xie, L Yao, Y Cao… - Science of the total …, 2020 - Elsevier
case fatality rate of COVID-19 infection. Based on national data from the China National Health
Center, the COVID-19 … Holistic data covering all of Wuhan, the epicenter city of COVID-19

Early prediction of mortality risk among patients with severe COVID-19, using machine learning

C Hu, Z Liu, Y Jiang, O Shi, X Zhang… - International journal …, 2020 - academic.oup.com
… , possibly reducing the mortality risk and … COVID-19 patients’ outcomes. In this study, we
aimed to develop a clinical model to predict the mortality risk of patients with severe COVID-19

[HTML][HTML] COVID mortality prediction with machine learning methods: a systematic review and critical appraisal

F Bottino, E Tagliente, L Pasquini, AD Napoli… - Journal of personalized …, 2021 - mdpi.com
… art in ML and DL as applied to COVID mortality prediction. We performed a MEDLINE … covid
survival” (146 results), “machine learning covid mortality” (131 results), “deep learning covid

[HTML][HTML] Machine learning prediction for mortality of patients diagnosed with COVID-19: a nationwide Korean cohort study

C An, H Lim, DW Kim, JH Chang, YJ Choi, SW Kim - Scientific reports, 2020 - nature.com
… and AR blockers in COVID-19 patients 25 . In our study, however, the use of ACE inhibitors
or AR blockers was not significantly associated with mortality from COVID-19, in agreement …

Cytokine prediction of mortality in COVID19 patients

M Mandel, G Harari, M Gurevich, A Achiron - Cytokine, 2020 - Elsevier
… Our findings demonstrate that IL6 expression is significant for the prediction of 30-day
mortality in hospitalized COVID19 patients and, therefore, may assist in treatment decisions. …

Early prediction of mortality risk among severe COVID-19 patients using machine learning

X Chen, Z Liu - 2020 - pesquisa.bvsalud.org
… severe acute respiratory syndrome coronavirus 2 (SARS… COVID-19 patients early.
MethodsEpidemiological, clinical, and first laboratory findings after admission of 183 severe …

[HTML][HTML] Clinical features of COVID-19 mortality: development and validation of a clinical prediction model

AS Yadaw, Y Li, S Bose, R Iyengar… - The Lancet Digital …, 2020 - thelancet.com
… The COVID-19 pandemic has affected millions of individuals … Predicting mortality among
patients with COVID-19 who present … an accurate prediction model of COVID-19 mortality using …