A comprehensive analysis on detecting chronic kidney disease by employing machine learning algorithms

MM Nishat, F Faisal, RR Dip… - … on Pervasive Health …, 2021 - publications.eai.eu
INTRODUCTION: Chronic Kidney Disease refers to the slow, progressive deterioration of
kidney functions. However, the impairment is irreversible and imperceptible up until the …

Autosomal dominant polycystic kidney disease: Comprehensive mutation analysis of PKD1 and PKD2 in 700 unrelated patients

MP Audrézet, E Cornec‐Le Gall, JM Chen… - Human …, 2012 - Wiley Online Library
… Here, we report our comprehensive mutation analysis of both the PKD1 and PKD2 genes
in 700 unrelated ADPKD patients by means of direct sequencing, followed by quantitative …

Kidney disease prediction using a machine learning approach: A comparative and comprehensive analysis

SK Arjaria, AS Rathore, JS Cherian - … big data, machine learning, and deep …, 2021 - Elsevier
disease. In this chapter, the potential of individual machine learning algorithms is analyzed
for the prediction of severe kidney diseases. The kidney is known to be one of the most …

Integrative bioinformatics analysis provides insight into the molecular mechanisms of chronic kidney disease

LT Zhou, S Qiu, LL Lv, ZL Li, H Liu, RN Tang… - Kidney and Blood …, 2018 - karger.com
… Results: Our analysis identified 176 and 50 shared DEGs in … previously reported to be involved
in kidney disease. Enrichment … comprehensive insights into the molecular mechanisms of …

Early prediction of chronic kidney disease: A comprehensive performance analysis of deep learning models

C Mondol, FMJM Shamrat, MR Hasan, S Alam… - Algorithms, 2022 - mdpi.com
… The UCI machine learning repository’s chronic kidney disease dataset was used in this
study. The dataset has 400 records, each composed of a set of 25 attributes [14]. The ‘…

Hyperuricemiaa serious complication among patients with chronic kidney disease: a systematic review and meta-analysis

I Rashid, P Katravath, P Tiwari, S D'Cruz… - Exploration of …, 2022 - explorationpub.com
… This systematic review provides a comprehensive overview of the current literature
pertaining to the prevalence of hyperuricemia associated with CKD patients worldwide. In CKD …

Comprehensive molecular diagnostics in autosomal dominant polycystic kidney disease

S Rossetti, MB Consugar, AB Chapman… - Journal of the …, 2007 - journals.lww.com
… Here, we describe a comprehensive mutation screen and evaluation of UCV in the CRISP
ADPKD population. These data are essential to analyze the results of the study, 15 , 27 and …

Risk factors for kidney stone disease recurrence: a comprehensive meta-analysis

K Wang, J Ge, W Han, D Wang, Y Zhao, Y Shen… - BMC urology, 2022 - Springer
… In addition, the relationships reported in the existing studies between some known risk factors
and kidney stone recurrence are inconsistent [12]. Thus, the aim of this meta-analysis was …

A Comprehensive Analysis of Machine Learning Algorithms in Diagnosis of Chronic Kidney Disease

S Savitha, R Kannan… - 2022 13th International …, 2022 - ieeexplore.ieee.org
kidney disease but also predicts the occurrence of disease by analysing the food habits of
people at Visakhapatnam [5]. The analysis … The statistical analysis of the machine learning …

[HTML][HTML] Global, regional, and national burden of chronic kidney disease, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

B Bikbov, CA Purcell, AS Levey, M Smith, A Abdoli… - The lancet, 2020 - thelancet.com
… of chronic kidney disease (CKD) epidemiology, but data for morbidity and mortality of this
disease are … disease and gout attributable to impaired kidney function, for the Global Burden of …