Prediction of Chronic Kidney Disease - A Machine Learning Perspective

Chronic Kidney Disease is one of the most critical illness nowadays and proper diagnosis is required as soon as possible. Machine learning technique has become reliable for medical treatment. With the help of a machine learning classifier algorithms, the doctor can detect the disease on time. For th...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.17312-17334
Hauptverfasser:	Chittora, Pankaj, Chaurasia, Sandeep, Chakrabarti, Prasun, Kumawat, Gaurav, Chakrabarti, Tulika, Leonowicz, Zbigniew, Jasinski, Michal, Jasinski, Lukasz, Gono, Radomir, Jasinska, Elzbieta, Bolshev, Vadim
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial neural networks Chronic kidney disease Classification algorithms Classifiers Computation Datasets Diseases Feature selection Kidney Kidney diseases Machine learning Machine learning algorithms Neural networks prediction Prediction algorithms Regression Sampling methods Sampling techniques Support vector machines
Online-Zugang:	Volltext
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