Explainable artificial intelligence approaches for COVID-19 prognosis prediction using clinical markers

K Chadaga, S Prabhu, N Sampathila, R Chadaga… - Scientific Reports, 2024 - nature.com
The COVID-19 influenza emerged and proved to be fatal, causing millions of deaths
worldwide. Vaccines were eventually discovered, effectively preventing the severe …

The diagnostic value of inflammatory markers (CRP, IL6, CRP/IL6, CRP/L, LCR) for assessing the severity of COVID-19 symptoms based on the MEWS and predicting …

B Wolszczak-Biedrzycka, J Dorf… - Journal of …, 2023 - Taylor & Francis
Introduction Various diagnostic tools are used to assess the severity of COVID-19 symptoms
and the risk of mortality, including laboratory tests and scoring indices such as the Modified …

Neutrophil/lymphocyte ratio (NLR) and lymphocyte/monocyte ratio (LMR)–risk of death inflammatory biomarkers in patients with COVID-19

V Dymicka-Piekarska, J Dorf, A Milewska… - Journal of …, 2023 - Taylor & Francis
Aim The aim of our retrospective study was search for new prognostic parameters, which
can help quickly and cheaply identify patients with risk for severe course of SARS-CoV-2 …

Systemic inflammation response index as a predictor of stroke risk in elderly patients with hypertension: a cohort study

X Cai, S Song, J Hu, L Wang, D Shen… - Journal of …, 2023 - Taylor & Francis
Objective This study aimed to evaluate the relationship between the systemic inflammation
response index (SIRI) and the risk of stroke and its subtypes in elderly patients with …

Unveiling COVID-19 secrets: Harnessing Cytokines as powerful biomarkers for diagnosis and predicting severity

B Wolszczak-Biedrzycka, J Dorf… - Journal of …, 2023 - Taylor & Francis
Introduction In coronavirus disease (COVID-19), inflammation takes center stage, with a
cascade of cytokines released, contributing to both inflammation and lung damage. The …

[HTML][HTML] Prognostic and clinical pathological significance of the systemic immune-inflammation index in urothelial carcinoma: a systematic review and meta-analysis

Y Wang, X Hao, G Li - Frontiers in Oncology, 2024 - frontiersin.org
Background A new non-invasive biomarker, the Systemic Immune-Inflammation Index (SII),
has been proven to have prognostic value in multiple cancers. This systematic review and …

Blood composite scores in patients with systemic lupus erythematosus

J Mercader-Salvans, M García-González… - Biomedicines, 2023 - mdpi.com
Complete blood count-derived ratios have been described as inflammatory biomarkers in
several diseases. These hematological scores include the neutrophil-to-lymphocyte ratio …

Changes in chemokine and growth factor levels may be useful biomarkers for monitoring disease severity in COVID-19 patients; a pilot study

B Wolszczak-Biedrzycka, J Dorf… - Frontiers in …, 2024 - frontiersin.org
Aim The aim of the present study was to assess differences in the serum levels of
chemokines and growth factors (GFs) between COVID-19 patients and healthy controls. The …

Characterisation of ferritin–lymphocyte ratio in COVID-19

A Liu, R Hammond, K Chan, C Chukwuenweniwe… - Biomedicines, 2023 - mdpi.com
Introduction: The ferritin–lymphocyte ratio (FLR) is a novel inflammatory biomarker for the
assessment of acute COVID-19 patients. However, the prognostic value of FLR for predicting …

Characterization of Rongchang piglets after infection with type 2 porcine reproductive and respiratory syndrome virus strains differing in pathogenicity

W Zhang, W Ma, Y Pan, X Wang, M Wang… - Frontiers in …, 2023 - frontiersin.org
Porcine reproductive and respiratory syndrome virus (PRRSV) affects the production and
health of pigs and causes severe economic losses to the swine industry worldwide. Different …