[HTML][HTML] A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

S Khalid, C Yang, C Blacketer, T Duarte-Salles… - Computer Methods and …, 2021 - Elsevier
Background and objective As a response to the ongoing COVID-19 pandemic, several
prediction models in the existing literature were rapidly developed, with the aim of providing …

[HTML][HTML] Mathematical modeling of the SARS-CoV-2 epidemic in Qatar and its impact on the national response to COVID-19

HH Ayoub, H Chemaitelly, S Seedat… - Journal of Global …, 2021 - ncbi.nlm.nih.gov
Background Mathematical modeling constitutes an important tool for planning robust
responses to epidemics. This study was conducted to guide the Qatari national response to …

Systematic review of predictive mathematical models of COVID-19 epidemic

S Shankar, SS Mohakuda, A Kumar… - Medical journal armed …, 2021 - Elsevier
Background Various mathematical models were published to predict the epidemiological
consequences of the COVID-19 pandemic. This systematic review has studied the initial …

Predictive mathematical models of the COVID-19 pandemic: underlying principles and value of projections

NP Jewell, JA Lewnard, BL Jewell - Jama, 2020 - jamanetwork.com
Numerous mathematical models are being produced
toforecastthefutureofcoronavirusdisease2019 (COVID-19) epidemics in the US and …

Global short-term forecasting of COVID-19 cases

TP Oliveira, RA Moral - Scientific reports, 2021 - nature.com
The continuously growing number of COVID-19 cases pressures healthcare services
worldwide. Accurate short-term forecasting is thus vital to support country-level policy …

[PDF][PDF] Predictive monitoring of COVID-19

J Luo - SUTD Data-Driven Innovation Lab, 2020 - newsbeast.gr
During the current COVID-19 pandemic, there have been many efforts to forecast the
infection cases, deaths and medical or economic indicators, with a variety of statistical or …

Accurate long-range forecasting of COVID-19 mortality in the USA

P Ramazi, A Haratian, M Meghdadi, A Mari Oriyad… - Scientific reports, 2021 - nature.com
The need for improved models that can accurately predict COVID-19 dynamics is vital to
managing the pandemic and its consequences. We use machine learning techniques to …

Long-term follow-up of recovered patients with COVID-19

M Cortinovis, N Perico, G Remuzzi - The Lancet, 2021 - thelancet.com
colleagues must be congratulated for developing a comprehensive and well designed score
for integrating thrombotic and bleeding risks in patients with ACS. Compared with previous …

Short-term statistical forecasts of COVID-19 infections in India

RK Singh, M Drews, M De La Sen, M Kumar… - Ieee …, 2020 - ieeexplore.ieee.org
COVID-19 cases in India have been steadily increasing since January 30, 2020 and have
led to a government-imposed lockdown across the country to curtail community transmission …

Estimation of COVID-19 burden in Egypt

M Hassany, W Abdel-Razek, N Asem… - The lancet infectious …, 2020 - thelancet.com
We thank them for their interest in estimating the coronavirus disease 2019 (COVID-19)
burden in Egypt. However, their model-based calculations used the number of patients …