Development and validation of a predictive model of in-hospital mortality in COVID-19 patients

D Velasco-Rodríguez, JM Alonso-Dominguez… - PloS one, 2021 - journals.plos.org
developed and validated a predictive model for in-hospital mortality of moderate or severe
COVID-19 … Our findings, obtained and validated from a large series of hospitalized COVID-19

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
… of thousands of deaths worldwide. Predicting mortality among patients with COVID-19 who
… We aimed to develop an accurate prediction model of COVID-19 mortality using unbiased …

[HTML][HTML] Development and validation of a machine learning model to predict mortality risk in patients with COVID-19

A Stachel, K Daniel, D Ding, F Francois… - BMJ health & care …, 2021 - ncbi.nlm.nih.gov
COVID-19 patient’s risk of mortality. This study aims to: (1) develop models to predict daily
risk of mortality … predictors associated with mortality in patients with COVID-19 using variable …

[HTML][HTML] Development and validation of a prediction model for 30-day mortality in hospitalised patients with COVID-19: the COVID-19 SEIMC score

J Berenguer, AM Borobia, P Ryan, J Rodríguez-Baño… - Thorax, 2021 - thorax.bmj.com
… Once again, our study highlights the extraordinary impact of age on COVID-19 mortality, which
is, … to carry out cross-validation between the SEIMC COVID-19 score and other scores in a …

Development and validation of prognostic model for predicting mortality of COVID-19 patients in Wuhan, China

Q Mei, AY Wang, A Bryant, Y Yang, M Li, F Wang… - Scientific Reports, 2020 - nature.com
validate a prognostic model for increased risk of mortality and survival time among individual
patients with SARS-CoV-2 pneumonia. Our validated … -threatening complications develop. …

Development and validation of prognosis model of mortality risk in patients with COVID-19

X Ma, M Ng, S Xu, Z Xu, H Qiu, Y Liu, J Lyu… - Epidemiology & …, 2020 - cambridge.org
This study aimed to identify clinical features for prognosing mortality risk using machine-learning
methods in patients with coronavirus disease 2019 (COVID-19). A retrospective study of …

Development and validation of a 30-day mortality index based on pre-existing medical administrative data from 13,323 COVID-19 patients: The Veterans Health …

JT King Jr, JS Yoon, CT Rentsch, JP Tate, LS Park… - PLoS one, 2020 - journals.plos.org
… , we developed the VA COVID-19 (VACO) Index estimating 30-day COVID-19 mortality
after a positive test based on demographics and pre-existing conditions, and validated its …

Development and external validation of a COVID-19 mortality risk prediction algorithm: a multicentre retrospective cohort study

J Mei, W Hu, Q Chen, C Li, Z Chen, Y Fan, S Tian… - BMJ open, 2020 - bmjopen.bmj.com
… to develop and externally validate a COVID-19 mortality risk prediction algorithm. Design
In this study, we developed the prediction algorithms of 60-day mortality risk among patients …

… stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality …

SR Knight, A Ho, R Pius, I Buchan, G Carson… - bmj, 2020 - bmj.com
covid-19 is needed with clear development and validation details. Our aim was to develop
and validate … in-hospital mortality in patients admitted to hospital with covid-19. We then aimed …

Development and validation of a machine learning-based prediction model for near-term in-hospital mortality among patients with COVID-19

P Parchure, H Joshi, K Dharmarajan… - BMJ supportive & …, 2022 - spcare.bmj.com
develop a novel supervised ML-based prediction tool to help clinical teams identify inpatients
with COVID-19 at higher risk of near-term in-hospital mortality, … the development, validation