Machine Learning‐Based Model to Predict the Disease Severity and Outcome in COVID19 Patients

SS Aljameel, IU Khan, N Aslam, M Aljabri… - Scientific …, 2021 - Wiley Online Library
… calculate the severity of the disease in COVID-19 patients… diseases, preliminary clinical
investigations, and demographic features to predict the survival versus the mortality of COVID-19

Serum albumin concentrations are associated with disease severity and outcomes in coronavirus 19 disease (COVID-19): a systematic review and meta-analysis

P Paliogiannis, AA Mangoni, M Cangemi… - Clinical and …, 2021 - Springer
… albumin concentrations and COVID-19 disease severity and adverse … in 19,760 COVID-19
patients (6141 with severe disease or … lower in patients with severe disease or poor outcome (…

Correlation analysis between disease severity and clinical and biochemical characteristics of 143 cases of COVID-19 in Wuhan, China: a descriptive study

D Wang, R Li, J Wang, Q Jiang, C Gao, J Yang… - … infectious diseases, 2020 - Springer
… Strikingly, this analysis revealed negative correlation between disease severity and lymphocyte
count, albumin, serum potassium, and HDL-C (Table 3). Age (r = 0.458), comorbidities (r …

Early humoral response correlates with disease severity and outcomes in COVID-19 patients

AM Hashem, A Algaissi, SA Almahboub, MA Alfaleh… - Viruses, 2020 - mdpi.com
… in Patients despite Disease Severity To study the kinetic of SARS-CoV-2 specific antibody
responses over time in COVID-19 patients with different disease severity, we collected a total …

Correlation analysis between disease severity and inflammation-related parameters in patients with COVID-19: a retrospective study

J Gong, H Dong, QS Xia, Z Huang, D Wang… - … infectious diseases, 2020 - Springer
severity of COVID-19. TNFα concentration, NC count and LC count were also found correlated
with disease severity, … counts were also related to the disease severity. Besides, we also …

Profiling serum cytokines in COVID-19 patients reveals IL-6 and IL-10 are disease severity predictors

H Han, Q Ma, C Li, R Liu, L Zhao, W Wang… - Emerging microbes & …, 2020 - Taylor & Francis
COVID-19 patients of different severity To further examine if higher inflammation contributes
to disease severity… of COVID-19 patients sub-grouped based on disease severity ( Figure 2 ). …

Laboratory biomarkers of COVID-19 disease severity and outcome: Findings from a developing country

TW Leulseged, IS Hassen, BT Ayele, YG Tsegay… - PloS one, 2021 - journals.plos.org
… Therefore, the aim of this study was to identify laboratory biomarkers that predict disease
severity and outcome among COVID-19 patients admitted to the Millennium COVID-19 Care …

Statin use is associated with lower disease severity in COVID-19 infection

WYT Tan, BE Young, DC Lye, DEK Chew, R Dalan - Scientific Reports, 2020 - nature.com
… to cardiovascular diseases. We aimed to study the association of dyslipidaemia with COVID-19
… inflammation and the correlation between long term statin therapy and disease severity. …

Assessment and characterisation of post‐COVID19 manifestations

M Kamal, M Abo Omirah, A Hussein… - International journal of …, 2021 - Wiley Online Library
… Regarding obesity as a factor affecting disease severity or post disease symptoms, it was …
effect on the severity grade or type of post-COVID-19 symptoms. The manifestation of post-…

Association of diabetes mellitus with disease severity and prognosis in COVID-19: a retrospective cohort study

Y Zhang, Y Cui, M Shen, J Zhang, B Liu, M Dai… - Diabetes research and …, 2020 - Elsevier
COVID-19 patients, and the diagnostic criteria of COVID-19 was based on the positive detection
of viral nucleic acids. The severity of COVID-19Severe subtype was defined if a patient …