AIMC Topic: C-Reactive Protein

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Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis.

The Pediatric infectious disease journal Mar 1, 2022
BACKGROUND: Current strategies for risk stratification and prediction of neonatal early-onset sepsis (EOS) are inefficient and lack diagnostic performance. The aim of this study was to use machine learning to analyze the diagnostic accuracy of risk f...
Humans Machine Learning Risk Factors Male Infant ROC Curve C-Reactive Protein Neonatal Sepsis Anti-Bacterial Agents Prospective Studies Biomarkers Female Infant, Newborn
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Clinical and inflammatory features based machine learning model for fatal risk prediction of hospitalized COVID-19 patients: results from a retrospective cohort study.

Annals of medicine Dec 1, 2021
OBJECTIVES: To appraise effective predictors for COVID-19 mortality in a retrospective cohort study.
C-Reactive Protein Ferritins L-Lactate Dehydrogenase Clinical Decision Rules Severity of Illness Index China Cohort Studies Female Hypertension Reproducibility of Results Aged, 80 and over Humans Diabetes Mellitus SARS-CoV-2 Adult Machine Learning Hospitalization Male COVID-19 Aged Cardiovascular Diseases Interleukin-10 Middle Aged Prognosis Comorbidity Retrospective Studies
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Four Biomarkers-Based Artificial Neural Network Model for Accurate Early Prediction of Bacteremia with Low-level Procalcitonin.

Annals of clinical and laboratory science May 1, 2021
OBJECTIVE: Procalcitonin levels above 2.0 ng/mL are associated with a higher risk of severe sepsis. Bacteremia with procalcitonin levels lower than 2.0 ng/mL has not received much attention, and relevant prediction models are lacking. Herein, a panel...
Humans Neural Networks, Computer Interleukin-6 Young Adult Adult Male Middle Aged Case-Control Studies Adolescent Biomarkers Retrospective Studies Female Aged Aged, 80 and over Bacteria Bacteremia Procalcitonin C-Reactive Protein Lactic Acid
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Predicting Corticosteroid-Free Biologic Remission with Vedolizumab in Crohn's Disease.

Inflammatory bowel diseases May 18, 2018
BACKGROUND AND AIMS: Vedolizumab (VDZ) is effective for Crohn's disease (CD) but costly and is slow to produce remission. Early knowledge of whether vedolizumab is likely to succeed is valuable for physicians, patients, and insurers.
Gastrointestinal Agents Remission Induction Adrenal Cortex Hormones Antibodies, Monoclonal, Humanized Biological Products C-Reactive Protein Area Under Curve Crohn Disease Humans Machine Learning Female Young Adult Adult Male Middle Aged Cohort Studies ROC Curve Treatment Outcome
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Higher concentrations of osteoprotegerin in type 1 diabetic patients are related to retinopathy: Results from the Poznań Prospective Study.

Advances in clinical and experimental medicine : official organ Wroclaw Medical University Dec 1, 2017
BACKGROUND: Osteoprotegerin (OPG) is an arterial calcification marker which has been associated with vascular damage. Elevated OPG concentrations associated with low-grade inflammatory processes are found in diabetic subjects.
Male Glycated Hemoglobin Logistic Models Humans Diabetes Mellitus, Type 1 Diabetic Retinopathy Osteoprotegerin Prospective Studies C-Reactive Protein Female Adult
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[DIAGNOSTIC APPROACH TO PATIENTS WITH CHRONIC KIDNEY DISEASE].

Acta medica Croatica : casopis Hravatske akademije medicinskih znanosti Dec 1, 2016
According to consensus definition, chronic kidney disease (CKD) includes urinary excretion of albumin >30 mg/day and/ or reduction in kidney function defined as a decrease in estimated glomerular filtration rate (eGFR) <60 mL/min/1.73 m2 for a period...
Albuminuria Creatinine Serum Albumin Humans Female Risk Factors Male Middle Aged Kidney Hypertension Renal Insufficiency, Chronic Glomerular Filtration Rate C-Reactive Protein
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Cell Free DNA and Procalcitonin as Early Markers of Complications in ICU Patients with Multiple Trauma and Major Surgery.

Clinical laboratory Dec 1, 2016
BACKGROUND: Cell free DNA (cfDNA) was recently suggested as a new marker of sepsis and poor outcome in ICU patients. Procalcitonin has also been the focus of attention as an early marker for systemic inflammation and sepsis.
Lactic Acid Injury Severity Score Organ Dysfunction Scores Calcitonin Prognosis C-Reactive Protein Intensive Care Units Area Under Curve Female DNA Time Factors Reproducibility of Results Male Early Diagnosis Hospital Mortality Humans Risk Factors Middle Aged Surgical Procedures, Operative ROC Curve Biomarkers Adult Postoperative Complications Cell-Free Nucleic Acids Length of Stay Multiple Trauma Sepsis Predictive Value of Tests
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The power of data mining in diagnosis of childhood pneumonia.

Journal of the Royal Society, Interface Jul 1, 2016
Childhood pneumonia is the leading cause of death of children under the age of 5 years globally. Diagnostic information on the presence of infection, severity and aetiology (bacterial versus viral) is crucial for appropriate treatment. However, the d...
Respiratory Sounds Child, Preschool Child Pneumonia C-Reactive Protein Data Mining Female Infant, Newborn Male Infant Adolescent Humans Machine Learning Biomarkers
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Comparison of Warm Blood Cardioplegia Delivery With or Without the Use of a Roller Pump.

The journal of extra-corporeal technology Dec 1, 2015
Various techniques for administration of blood cardioplegia are used worldwide. In this study, the effect of warm blood cardioplegia administration with or without the use of a roller pump on perioperative myocardial injury was studied in patients un...
Male Middle Aged C-Reactive Protein Troponin T Coronary Artery Bypass Humans Fatty Acid-Binding Proteins Biomarkers Heart Arrest, Induced Female Fatty Acid Binding Protein 3 Aged
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New Prognostic Indicator is Useful for Predicting the Survival of Patients with Unresectable Advanced Colorectal Cancer.

Hepato-gastroenterology Jun 1, 2015
BACKGROUND/AIMS: Complete resection of tumors is possible after heavy chemotherapy in a few patients with unresectable colorectal cancer (UCRC). This study evaluated the ability of new prognostic score to identify such patients.
Prognosis Female Aged Aged, 80 and over Adult Humans Lymphocyte Count Colorectal Neoplasms Follow-Up Studies Biomarkers Serum Albumin Biomarkers, Tumor C-Reactive Protein Male Carcinoembryonic Antigen Middle Aged Lymphocytes Antineoplastic Agents Palliative Care Neutrophils
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