Machine Learning based Exploratory Data Analysis (EDA) and Diagnosis of Chronic Kidney Disease (CKD)

Mehta, Vaishali; Batra, Neera; Poonam; Goyal, Sonali; Kaur, Amandeep; Dudekula, Khasim Vali; Victor, Ganta Jacob

Machine Learning based Exploratory Data Analysis (EDA) and Diagnosis of Chronic Kidney Disease (CKD)

Mehta, Vaishali and Batra, Neera and Poonam and Goyal, Sonali and Kaur, Amandeep and Dudekula, Khasim Vali and Victor, Ganta Jacob (2024) Machine Learning based Exploratory Data Analysis (EDA) and Diagnosis of Chronic Kidney Disease (CKD). EAI Endorsed Transactions on Pervasive Health and Technology.

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Abstract

INTRODUCTION: This research paper presents an exploratory data analysis (EDA) approach to diagnose Chronic Kidney Disease (CKD) using machine learning algorithms.
OBJECTIVES: This paper focuses on early and accurate detection of CKD using a comprehensive dataset of clinical and laboratory parameter

Item Type:	Article
Date Deposited:	04 Mar 2026 18:09
Last Modified:	11 Apr 2026 00:40
URI:	http://eprints.eai.eu/id/eprint/51367

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