A systematic review of predictor composition, outcomes, risk of bias, and validation of COVID-19 prognostic scores

KS Appel, R Geisler, D Maier, O Miljukov… - Clinical Infectious …, 2024 - academic.oup.com
Background Numerous prognostic scores have been published to support risk stratification
for patients with coronavirus disease 2019 (COVID-19). Methods We performed a systematic …

Smart healthcare: A prospective future medical approach for COVID-19

DM Yang, TJ Chang, KF Hung, ML Wang… - Journal of the …, 2023 - journals.lww.com
COVID-19 has greatly affected human life for over 3 years. In this review, we focus on smart
healthcare solutions that address major requirements for coping with the COVID-19 …

External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris University Hospitals

Y Lombardi, L Azoyan, P Szychowiak, A Bellamine… - Intensive care …, 2021 - Springer
Abstract Purpose The Coronavirus disease 2019 (COVID-19) has led to an unparalleled
influx of patients. Prognostic scores could help optimizing healthcare delivery, but most of …

Admission SpO2 and ROX index predict outcome in patients with COVID-19

A Mukhtar, A Rady, A Hasanin, A Lotfy… - The American journal of …, 2021 - Elsevier
Background This study aimed to evaluate the accuracy of pulse oximetry-derived oxygen
saturation (SpO 2) on room air, determined at hospital admission, as a predictor for the need …

COVID‐19 in hospitalized HIV‐positive and HIV‐negative patients: A matched study

C Díez, J Del Romero‐Raposo, R Mican… - HIV …, 2021 - Wiley Online Library
Objectives We compared the characteristics and clinical outcomes of hospitalized
individuals with COVID‐19 with [people with HIV (PWH)] and without (non‐PWH) HIV co …

The CCEDRRN COVID-19 Mortality Score to predict death among nonpalliative patients with COVID-19 presenting to emergency departments: a derivation and …

CM Hohl, RJ Rosychuk, PM Archambault… - … Open Access Journal, 2022 - cmajopen.ca
Background: Predicting mortality from COVID-19 using information available when patients
present to the emergency department can inform goals-of-care decisions and assist with …

Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT

D Bermejo-Peláez, R San Jose Estepar… - Scientific reports, 2022 - nature.com
The main objective of this work is to develop and evaluate an artificial intelligence system
based on deep learning capable of automatically identifying, quantifying, and characterizing …

[HTML][HTML] Development and validation of a simple web-based tool for early prediction of COVID-19-associated death in kidney transplant recipients

LGM de Andrade, TV de Sandes-Freitas… - American Journal of …, 2022 - Elsevier
This analysis, using data from the Brazilian kidney transplant (KT) COVID-19 study, seeks to
develop a prediction score to assist in COVID-19 risk stratification in KT recipients. In this …

Boosting the accuracy of existing models by updating and extending: using a multicenter COVID-19 ICU cohort as a proxy

DAM Meijs, L Wynants, SMJ van Kuijk… - Scientific Reports, 2024 - nature.com
Most published prediction models for Coronavirus Disease 2019 (COVID-19) were poorly
reported, at high risk of bias, and heterogeneous in model performance. To tackle …

Overhydration assessed using bioelectrical impedance vector analysis adversely affects 90-day clinical outcome among SARS-CoV2 patients: a new approach

I Cornejo-Pareja, IM Vegas-Aguilar, H Lukaski… - Nutrients, 2022 - mdpi.com
Background: COVID-19 has taken on pandemic proportions with growing interest in
prognostic factors. Overhydration is a risk factor for mortality in several medical conditions …