Paper Title

Kidney Diseases Modeling: An Operations Research and Data Science Perspective

Journal

5th International Conference on Computational Biomedicine

Published On

February, 2018

Downloads

Abstract

Kidney disease is the 9TH leading cause of death in the United States. An estimated \textbf{31 million people} in the United States (10\% of the adult population) have chronic kidney disease (CKD). \textbf{9 out of 10} people who have stage 3 CKD (moderately decreased kidney function) do not know it. CKD is more common among women, but \textbf{men with CKD are 50\% more likely} than women to have their CKD turn into kidney failure (also called end-stage renal disease or ESRD). Some \textbf{racial and ethnic groups are at greater risk} for kidney failure. Compared to whites, the risk for African Americans is almost 4 times higher, \textbf{Native Americans} is 1.5 times higher, \textbf{Asians} is 1.4 times higher. Compared to non-Hispanics, \textbf{Hispanics} are almost 1.5 times as likely to be diagnosed with kidney failure. \textbf{Diabetes is 1 the leading cause of kidney failure.} \textbf{Diabetes causes 44\%} of all new cases of kidney failure. In 2012 it was the primary cause for \textbf{239,837} kidney failure patients. An estimated \textbf{29.1 million} people have diabetes; \textbf{8.1 million} of them don’t know they have it. About \textbf{40\%} of people with diabetes will get CKD. African Americans with diabetes are \textbf{3.5 times more likely} than whites to get kidney disease. Most people (69\%) participating in a 2011 nationwide survey by the American Kidney Fund could not name diabetes as a leading cause of kidney disease, despite the fact that over half (55\%) had a loved one with diabetes. \textbf{High Blood Pressure is 2 the 2ND leading cause of kidney failure.} High blood pressure (HBP) causes 28.4\% of all new cases of kidney failure. In 2012 it was the primary cause for 159,049 kidney failure patients. An estimated \textbf{70 million (29\%)} people have HBP — that is every 1 in 3 American Adults. Most people (\textbf{85\%}) participating in a 2011 nationwide survey by the American Kidney Fund could not name high blood pressure as a leading cause of kidney disease, yet most of them (\textbf{75\%}) had a loved one with high blood pressure. This talk concerns about the application of operations research and data science in kidney disease modeling.

View more »