Retraction: Noval Approach For Chronic Kidney Disease Using Machine Learning Methodology (J. Phys.: Conf. Ser. 1916 012164)

Machine learning for chronic disease

Chronic disease is a hugely growing healthcare burden, with patients experiencing symptoms and requiring therapy throughout life. Studies in the USA have found that, with direct healthcare costs combined with lost productivity, the total economic cost of diabetes, heart disease, and hypertension was over 300 billion dollars annually from 2008 to 2010 [1]. Within this chapter, much of our motiva...

Prediction of Chronic Kidney Disease Using Random Forest Machine Learning Algorithm

The healthcare industry is producing massive amounts of data which need to be mine to discover hidden information for effective prediction, exploration, diagnosis and decision making. Machine learning techniques can help and provides medication to handle this circumstances. Moreover, Chronic Kidney Disease prediction is one of the most central problems in medical decision making because it is o...

Vitamin deficiencies in chronic kidney disease

Endocrine disorders in chronic kidney disease

Background and Objective: Endocrine disorders are common in patients with chronic kidney disease (CKD). The aim of the present study is reviewing available literature to give a deep understanding of complexities of endocrine disorders in chronic kidney disease. Methods: A narrative reviewing method based on the available literature was approached. Findings: Generally, when renal function de...

Performance Based Evaluation of Various Machine Learning Classification Techniques for Chronic Kidney Disease Diagnosis

Areas where Artificial Intelligence (AI) & related fields are finding their applications are increasing day by day, moving from core areas of computer science they are finding their applications in various other domains. In recent times Machine Learning i.e. a sub-domain of AI has been widely used in order to assist medical experts and doctors in the prediction, diagnosis and prognosis of vario...