AIMC Topic: Renal Insufficiency, Chronic

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Variable Selection for Nonparametric Learning with Power Series Kernels.

Neural computation Jul 1, 2019
In this letter, we propose a variable selection method for general nonparametric kernel-based estimation. The proposed method consists of two-stage estimation: (1) construct a consistent estimator of the target function, and (2) approximate the estim...
Humans Logistic Models Renal Insufficiency, Chronic Diabetes Mellitus Statistics, Nonparametric Post-Cardiac Arrest Syndrome Machine Learning Computer Simulation Female Adult Neoplasms
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Neural network and support vector machine for the prediction of chronic kidney disease: A comparative study.

Computers in biology and medicine Apr 25, 2019
This paper aims to assist in the prevention of Chronic Kidney Disease (CKD) by utilizing machine learning techniques to diagnose CKD at an early stage. Kidney diseases are disorders that disrupt the normal function of the kidney. As the percentage of...
Renal Insufficiency, Chronic Humans Support Vector Machine Neural Networks, Computer Diagnosis, Computer-Assisted
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Comparison and development of machine learning tools in the prediction of chronic kidney disease progression.

Journal of translational medicine Apr 11, 2019
BACKGROUND: Urinary protein quantification is critical for assessing the severity of chronic kidney disease (CKD). However, the current procedure for determining the severity of CKD is completed through evaluating 24-h urinary protein, which is incon...
ROC Curve Renal Insufficiency, Chronic Area Under Curve Internet Male Humans Middle Aged Disease Progression Machine Learning Adolescent Female Reproducibility of Results Aged Aged, 80 and over Young Adult Adult
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Identifying progressive CKD from healthy population using Bayesian network and artificial intelligence: A worksite-based cohort study.

Scientific reports Mar 25, 2019
Identifying progressive early chronic kidney disease (CKD) patients at a health checkup is a good opportunity to improve their prognosis. However, it is difficult to identify them using common health tests. This worksite-based cohort study for 7 year...
Artificial Intelligence Prognosis Female Adult Male Humans Kidney Function Tests Bayes Theorem Middle Aged Disease Progression Renal Insufficiency, Chronic Glomerular Filtration Rate
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Circulating Levels of Soluble Klotho and Fibroblast Growth Factor 23 in Diabetic Patients and Its Association with Early Nephropathy.

Archives of medical research Feb 1, 2019
INTRODUCTION: Diabetic nephropathy is a leading cause of chronic kidney disease (CKD). In diabetes, changes in serum levels of both soluble alpha Klotho (sKL) and fibroblast growth factor 23 (FGF-23) have been associated with CKD progression.
Fibroblast Growth Factors Mexico Klotho Proteins Glucuronidase Fibroblast Growth Factor-23 Female Aged Cross-Sectional Studies Male Middle Aged Humans Disease Progression Diabetes Mellitus, Type 2 Diabetic Nephropathies Renal Insufficiency, Chronic Glomerular Filtration Rate
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The Role of GDF-15 in Heart Failure Patients With Chronic Kidney Disease.

The Canadian journal of cardiology Dec 26, 2018
BACKGROUND: Growth differentiation factor-15 (GDF-15) is a stress-inducible cytokine and member of the transforming growth factor-β cytokine superfamily that refines prognostic assessment in subgroups of patients with heart failure (HF). We evaluated...
Heart Transplantation Cholesterol Middle Aged Natriuretic Peptide, Brain Proportional Hazards Models Humans Sodium Angiotensin Receptor Antagonists Renal Insufficiency, Chronic Systole Sex Factors Biomarkers Angiotensin-Converting Enzyme Inhibitors Glomerular Filtration Rate Heart-Assist Devices Female Growth Differentiation Factor 15 Follow-Up Studies Male Heart Failure, Systolic Blood Pressure
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Influence of Pre-renal Transplant Secondary Hyperparathyroidism on Later Evolution After Transplantation.

Transplantation proceedings Dec 12, 2018
Persistence of secondary hyperparathyroidism (SHPT) is common after renal transplantation. Good diagnosis and treatment are important to avoid complications. The objective of our work was to perform a retrospective analysis of the evolution of SHPT a...
Kidney Transplantation Retrospective Studies Female Male Middle Aged Humans Renal Insufficiency, Chronic Parathyroid Hormone Hyperparathyroidism, Secondary Bone Diseases, Metabolic Postoperative Period
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Chronic Kidney Disease stratification using office visit records: Handling data imbalance via hierarchical meta-classification.

BMC medical informatics and decision making Dec 12, 2018
BACKGROUND: Chronic Kidney Disease (CKD) is one of several conditions that affect a growing percentage of the US population; the disease is accompanied by multiple co-morbidities, and is hard to diagnose in-and-of itself. In its advanced forms it car...
Female Aged Aged, 80 and over Sensitivity and Specificity Male Humans Machine Learning Electronic Health Records Middle Aged Severity of Illness Index Renal Insufficiency, Chronic Office Visits
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Blood kidney injury molecule-1 predicts short and longer term kidney outcomes in patients undergoing diagnostic coronary and/or peripheral angiography-Results from the Catheter Sampled Blood Archive in Cardiovascular Diseases (CASABLANCA) study.

American heart journal Dec 7, 2018
BACKGROUND: Kidney injury is common in patients with cardiovascular disease.
Catheters Aged Male Cardiovascular Diseases Middle Aged Disease Progression Renal Insufficiency, Chronic Glomerular Filtration Rate Coronary Angiography Hepatitis A Virus Cellular Receptor 1 Humans Biomarkers Prognosis Female
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Ritonavir-boosted paritaprevir, ombitasvir plus ribavirin could improve eGFR in patients with renal impairment and HCV: an Egyptian cohort.

Expert review of gastroenterology & hepatology Nov 13, 2018
BACKGROUND: The present study aimed at evaluation of changes in estimated glomerular filtration rate (eGFR) among chronic Hepatitis C virus (HCV) patients with chronic kidney disease (CKD) Stages 3-5 who were treated with 12 weeks of ritonavir-booste...
Renal Insufficiency, Chronic Treatment Outcome Glomerular Filtration Rate Cyclopropanes Humans Recovery of Function Egypt Prospective Studies Sulfonamides Female Hepacivirus Aged Viral Load Lactams, Macrocyclic Adult Proline Young Adult Hepatitis C, Chronic Time Factors Macrocyclic Compounds Drug Therapy, Combination Male Valine Ribavirin Antiviral Agents Anilides Middle Aged Genotype Sustained Virologic Response Carbamates Renal Dialysis Kidney
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