Development of Chronic Kidney Disease Prediction System (CKDPS) Using Machine Learning Technique

2019 ◽  
pp. 155-164
Author(s):  
Sumana De ◽  
Baisakhi Chakraborty
Keyword(s):  
Machine Learning ◽  
Chronic Kidney Disease ◽  
Kidney Disease ◽  
Disease Prediction ◽  
Prediction System ◽  
Machine Learning Technique ◽  
Learning Technique

scholarly journals An Improved Machine Learning Technique with Effective Heart Disease Prediction System

2021 ◽  
Vol 69 (3) ◽  
pp. 4169-4181
Author(s):  
Mohammad Tabrez Quasim ◽  
Saad Alhuwaimel ◽  
Asadullah Shaikh ◽  
Yousef Asiri ◽  
Khairan Rajab ◽  
...  
Keyword(s):  
Machine Learning ◽  
Heart Disease ◽  
Disease Prediction ◽  
Prediction System ◽  
Machine Learning Technique ◽  
Learning Technique

scholarly journals Chronic Kidney Disease Prediction based on Blood Potassium Levels using Machine Learning

2019 ◽  
Vol 9 (2) ◽  
pp. 4194-4199
Keyword(s):  
Machine Learning ◽  
Chronic Kidney Disease ◽  
Kidney Disease ◽  
Medical Records ◽  
Research Study ◽  
Machine Learning Algorithms ◽  
Disease Prediction ◽  
Blood Potassium ◽  
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Machine learning is an artificial intelligence(AI) technology that provides the systems with the knowledge and capability to learn and evolve automatically from specifically programmed experiences. This focuses on designing computer programs that are able to gain access and use information on their own. Kidney damage or decreased activity for more than three months is known as chronic kidney disease.This illness occurs when the kidneys can no longer expel extra water or waste from human blood. The goal of this research study is to prepare a predictive modeling for chronic kidney disease data to analyze the different open source python module and output the results predicted by machine learning algorithms and determine the accuracy by comparing different algorithms such as KNN and Logistic Regression which are primarily used for classification of data. This algorithm makes predictions on a dataset collected from the patient's medical records. It gives us the clarity that if someone has chronic kidney disease or not primarily based on a person's blood potassium levels present in their body.

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