[PDF] Top 20 Rule Based Approach for Prediction of Chronic Kidney Disease: A Comparative Study

... various processes such as coagulation, intercellular signaling and waste management. Its physiological roles include exosomes as a source of protein and RNA biomarkers, as potential therapeutic agents. The failure of ... See full document

... on kidney dialysis ...hybrid approach that takes the advantage of Artificial Neural Network and Logical ...this study author revealed that artificial neural network and logical regression are both ... See full document

... of kidney disease in 30% of these ...in chronic renal failure (CRF) ...a chronic disease coupled with numerous restrictions, patients face with, during the course of the disease ... See full document

... This study was implemented using WEKA. This study is aimed at using 3 classifiers: multilayer perceptron, naive bayes and J48 decision tree in the prediction of chronic kidney ... See full document

... calculated based on the primary out- come, namely the occurrence of de novo CKD at 3 ...recover kidney function at ICU discharge, 150 with impaired kidney function at ICU discharge and 350 with ... See full document

... Heart disease prediction system. In this context the association rule mining techniques are used for target system design and ...association rule mining algorithms are studied, additionally ... See full document

... of kidney stones ...acute kidney injury after elective cardiac surgery by using Gaussian process & machine learning ...for Kidney dialysis ...predict chronic kidney ...algorithm ... See full document

... our study is the first conducted in Sub-Saharan Africa on CKD risk prediction ...impaired kidney function, CKD-MDRD or CKD-EPI ...are based on non-invasively measurable predictors in routine ... See full document

... Lu Huijuan, et.al, [6] proposed a hybrid feature selection method combining MIM (Mutual information maximization) and AGA (Adaptive genetic algorithm) and name it as MIMAGA- Selection algorithm. The MIMAGA-Selection ... See full document

... this study provides scientific evidence on the use of clinical reasoning to select nursing ...process based on scientific evidence (Park et ...another study that also searched for nursing diagnosis ... See full document

... Feature selection is a commonly employed dimension reduction technique in machine learning. It aims to select a small subset of the relevant features from the original set based on certain evaluation criterion. ... See full document

... were based on this ...apply prediction scores in routine ...of kidney stones, and normal blood sugar, this would give the patient a score of 5, corresponding to a LR + of ...for kidney ... See full document

... control. Disease detection is also one of the significant areas of research in ...decisions based on the analysis of the massive clinical ...predict disease progression and to make decision regarding ... See full document

... latest study of 1,918,789 pregnancies, 188 (about 1 per 10,000) were complicated by AKI needed dialysis ther- apy ...this study, it seemed that the incidence of dialysis-requiring AKI in the present ... See full document

... is based on the model of the ARIMA which was used and the errors were significantly reduced as compared to Holt-Winters as the component which was eliminating the irregular component was truncated and the ... See full document

... of chronic cardiovascular diseases such as DM, HTN, and coronary artery disease has expanded dramati- cally over the past few years, PCPs are well positioned to manage these CKD ... See full document

... analysis, based on the following criteria: The first criteria was age between 18 and 70 ...previous study showed that they had different risk factors for CKD than other ... See full document

... Rule based approach is employed by shaping various rules for obtaining the opinion, created by tokenizing every sentence in each document then testing every token, or word, for its ...of rule ... See full document

... Quantitative data were analyzed using STATAv.13 (STATA Corp., College Station, TX). The median and inter-quartile ranges (IQR) were reported for continuous variables. All p-values are two-sided at a 0.05 signifi- cance ... See full document

... Our study has several ...cohort study. Therefore, further prospective study is warranted to evaluate the causal relationship between hyperuricemia and renal function ... See full document