• Mrs. Rashmi H
• Narasimha Maiya G S
• Gagansuri M S
• Maharaj S
• Nikil B S

Chronic Kidney Disease (CKD) is a condition which results in loss of kidney function gradually over a period of time. Chronic kidney disease develops when the kidneys become damaged and are unable to filter the blood properly. This damage may cause wastes to build up in the body. Because CKD patients are at a higher risk of End Stage Renal Disease (ESRD), It has become a significant public health issue. Dialysis has cost the nation's health-care system billions of dollars in recent years, and the costs are expected to rise further. Most middle and lower-income people in developing countries cannot afford expensive medical treatment. Chronic kidney disease has no signs in its early stages. The severity of kidney disease can be determined by the estimated glomerular filtration rate (GFR) and albumin levels. We will develop a system based on clinical data that will use a machine learning algorithm to predict the disease in its early stages.

Chronic Kidney Disease, Support Vector Machine, Machine Learning, End-Stage Renal Disease (ESRD)

"Survey On Chronic Kidney Disease Prediction Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 3, page no.e189-e194, March-2022, Available :http://www.jetir.org/papers/JETIR2203426.pdf

"Survey On Chronic Kidney Disease Prediction Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 3, page no. ppe189-e194, March-2022, Available at : http://www.jetir.org/papers/JETIR2203426.pdf