AIMC Topic: C-Reactive Protein

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[Relevant biomarkers in infectiology].

Deutsche medizinische Wochenschrift (1946) Apr 27, 2023
A biomarker in infectiology should ideally be able to identify infectious agents, monitor clinical response and determine the duration of treatment. This article answers the question to what extent C-reactive protein and procalcitonin meet these requ...
Humans Artificial Intelligence Biomarkers Procalcitonin C-Reactive Protein
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Digital Subtraction Angiography Image Features under the Deep Learning Algorithm in Cardiovascular Interventional Treatment and Nursing for Vascular Restenosis.

Computational and mathematical methods in medicine Jan 17, 2022
The objective of this study was to explore the application value of digital subtraction angiography (DSA) images optimized by deep learning algorithms in vascular restenosis patients undergoing cardiovascular intervention and their nursing efficacy. ...
Middle Aged Deep Learning Computational Biology C-Reactive Protein Percutaneous Coronary Intervention Algorithms Female Aged Adult Male Coronary Restenosis Artifacts Angiography, Digital Subtraction Computed Tomography Angiography Coronary Stenosis Humans
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Using Machine Learning to Evaluate the Role of Microinflammation in Cardiovascular Events in Patients With Chronic Kidney Disease.

Frontiers in immunology Jan 10, 2022
BACKGROUND: Lipid metabolism disorder, as one major complication in patients with chronic kidney disease (CKD), is tied to an increased risk for cardiovascular disease (CVD). Traditional lipid-lowering statins have been found to have limited benefit ...
Humans Neural Networks, Computer Machine Learning Retrospective Studies Hydroxymethylglutaryl-CoA Reductase Inhibitors Electronic Health Records Middle Aged Inflammation Female Renal Insufficiency, Chronic Risk Factors C-Reactive Protein Aged Cholesterol Male Cardiovascular Diseases
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Diagnostic classification of coronavirus disease 2019 (COVID-19) and other pneumonias using radiomics features in CT chest images.

Scientific reports Sep 9, 2021
We propose a classification method using the radiomics features of CT chest images to identify patients with coronavirus disease 2019 (COVID-19) and other pneumonias. The chest CT images of two groups of participants (90 COVID-19 patients who were co...
Male Middle Aged Lung Support Vector Machine Pneumonia C-Reactive Protein Leukocyte Count Biomedical Engineering Blood Sedimentation COVID-19 Tomography, X-Ray Computed Female SARS-CoV-2 Adult Humans
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CRP (C-Reactive Protein) in Outcome Prediction After Subarachnoid Hemorrhage and the Role of Machine Learning.

Stroke Jul 9, 2021
BACKGROUND AND PURPOSE: Outcome prediction after aneurysmal subarachnoid hemorrhage (aSAH) is challenging. CRP (C-reactive protein) has been reported to be associated with outcome, but it is unclear if this is independent of other predictors and appl...
Humans Machine Learning Prognosis Female Middle Aged ROC Curve Logistic Models Treatment Outcome Support Vector Machine Reproducibility of Results Aged Young Adult Adult Male Models, Statistical Predictive Value of Tests C-Reactive Protein Subarachnoid Hemorrhage
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Using Unsupervised Machine Learning to Identify Age- and Sex-Independent Severity Subgroups Among Patients with COVID-19: Observational Longitudinal Study.

Journal of medical Internet research May 27, 2021
BACKGROUND: Early detection and intervention are the key factors for improving outcomes in patients with COVID-19.
Spain Lymphocytes Datasets as Topic L-Lactate Dehydrogenase Alanine Transaminase Aspartate Aminotransferases Prognosis Monocytes Neutrophils Longitudinal Studies Cluster Analysis Unsupervised Machine Learning Triage C-Reactive Protein Emergency Service, Hospital Cell Count Humans COVID-19
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Host-dependent molecular factors mediating SARS-CoV-2 infection to gain clinical insights for developing effective targeted therapy.

Molecular genetics and genomics : MGG Mar 20, 2021
Coronavirus disease 2019 (COVID-19), a recent viral pandemic that first began in December 2019, in Hunan wildlife market, Wuhan, China. The infection is caused by a coronavirus, SARS-CoV-2 and clinically characterized by common symptoms including fev...
Eosinophils COVID-19 Testing COVID-19 Drug Treatment Lung Antiviral Agents Molecular Diagnostic Techniques Mass Screening C-Reactive Protein Humans Artificial Intelligence COVID-19 Cytokines Interleukin-6 Biomarkers SARS-CoV-2
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The Use of Machine Learning Techniques to Determine the Predictive Value of Inflammatory Biomarkers in the Development of Type 2 Diabetes Mellitus.

Metabolic syndrome and related disorders Feb 16, 2021
Certain inflammatory biomarkers, such as interleukin-6, interleukin-1, C-reactive protein (CRP), and fibrinogen, are prototypical acute-phase parameters that can also be predictors of cardiovascular disease. However, this inflammatory response can a...
C-Reactive Protein Fibrinogen Cross-Sectional Studies Diabetes Mellitus, Type 2 Insulin Resistance Inflammation Predictive Value of Tests Humans Machine Learning Biomarkers Retrospective Studies
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A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil.

Scientific reports Feb 8, 2021
The new coronavirus disease (COVID-19) is a challenge for clinical decision-making and the effective allocation of healthcare resources. An accurate prognostic assessment is necessary to improve survival of patients, especially in developing countrie...
Humans Machine Learning COVID-19 Algorithms Prognosis Intensive Care Units Female SARS-CoV-2 Computational Biology C-Reactive Protein Lymphocyte Count Brazil Respiration, Artificial Length of Stay Cohort Studies Reverse Transcriptase Polymerase Chain Reaction Aged Aged, 80 and over Adult Male Middle Aged
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Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study.

Nutrition, metabolism, and cardiovascular diseases : NMCD Jul 31, 2020
BACKGROUND AND AIMS: There is poor knowledge on characteristics, comorbidities and laboratory measures associated with risk for adverse outcomes and in-hospital mortality in European Countries. We aimed at identifying baseline characteristics predisp...
C-Reactive Protein Aged, 80 and over Retrospective Studies Coronavirus Infections Female Young Adult Survival Analysis SARS-CoV-2 Adult Betacoronavirus Risk Factors Male Pneumonia, Viral Aged Cardiovascular Diseases Humans Middle Aged Machine Learning Adolescent Pandemics Hospital Mortality COVID-19 Glomerular Filtration Rate Age Factors
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