In March of 2018, the National Kidney Foundation, in collaboration with the US Food and Drug Administration (FDA) and the European Medicines Agency (EMA), sponsored a workshop in which surrogate endpoints other than currently established event-time endpoints for clinical trials in chronic kidney disease (CKD) were presented and discussed. As a first step toward diagnosis of kidney disease, your doctor discusses your personal and family history with you. Distribution of the data by topic. The source population was Kaiser Permanente Northern California, a large integrated health care delivery system that provides comprehensive inpatient and outpatient care for >3.2 million members in the San Francisco and greater Bay Area. Chronic kidney disease, also called chronic kidney failure, describes the gradual loss of kidney function. Hospitals are sampled according to geographic region, location (urban/rural), teaching status, ownership, and bedside; all discharges from sampled hospitalizations are included in the database. CRIC (Chronic Renal Insufficiency Cohort Study). NHANES III focused on oversampling many groups within the U.S. population aged 2 months and over. NATIONAL VA (Veterans Affairs Health System) The Department of Veterans Affairs (VA), through the Veterans Health Administration (VHA), operates the largest integrated health care system in the United States. All areas of the country are represented in the data. Copy and Edit 146. The chronic kidney disease dataset is based on clinical history, physical examinations, and laboratory tests. In the creatinine accuracy calibration survey, which is purchased by laboratories for self-assessment, CAP asked participants to state their creatinine calibration method: IDMS-traceable versus traditional calibration. Download: Data Folder, Data Set Description. NKDEP aims are: improving early detection of CKD facilitating identification of patients at greatest risk for progression to kidney failure; promoting evidence-based interventions to slow progression of kidney disease; and improving the coordination of Federal responses to CKD to raise awareness of the seriousness of kidney disease, the importance of testing those at high risk (those with diabetes, high blood pressure, or a family history of kidney failure), and the availability of treatment to prevent or slow kidney failure. CRIC (Chronic Renal Insufficiency Cohort Study) The Chronic Renal Insufficiency Cohort (CRIC) Study is an observational cohort study of >3,000 individuals at 13 sites across the United States with chronic renal insufficiency, which was established to study the consequences of CKD with a particular focus on cardiovascular illnesses like myocardial infarction (heart attack) and stroke. AASK (African American Study of Kidney Disease and Hypertension). Emailid:eswaranperumal '@' gmail.com, We use the following representation to collect the dataset age - age bp - blood pressure sg - specific gravity al - albumin su - sugar rbc - red blood cells pc - pus cell pcc - pus cell clumps ba - bacteria bgr - blood glucose random bu - blood urea sc - serum creatinine sod - sodium pot - potassium hemo - hemoglobin pcv - packed cell volume wc - white blood cell count rc - red blood cell count htn - hypertension dm - diabetes mellitus cad - coronary artery disease appet - appetite pe - pedal edema ane - anemia class - class, We use 24 + class = 25 ( 11 numeric ,14 nominal) 1.Age(numerical) age in years 2.Blood Pressure(numerical) bp in mm/Hg 3.Specific Gravity(nominal) sg - (1.005,1.010,1.015,1.020,1.025) 4.Albumin(nominal) al - (0,1,2,3,4,5) 5.Sugar(nominal) su - (0,1,2,3,4,5) 6.Red Blood Cells(nominal) rbc - (normal,abnormal) 7.Pus Cell (nominal) pc - (normal,abnormal) 8.Pus Cell clumps(nominal) pcc - (present,notpresent) 9.Bacteria(nominal) ba - (present,notpresent) 10.Blood Glucose Random(numerical) bgr in mgs/dl 11.Blood Urea(numerical) bu in mgs/dl 12.Serum Creatinine(numerical) sc in mgs/dl 13.Sodium(numerical) sod in mEq/L 14.Potassium(numerical) pot in mEq/L 15.Hemoglobin(numerical) hemo in gms 16.Packed Cell Volume(numerical) 17.White Blood Cell Count(numerical) wc in cells/cumm 18.Red Blood Cell Count(numerical) rc in millions/cmm 19.Hypertension(nominal) htn - (yes,no) 20.Diabetes Mellitus(nominal) dm - (yes,no) 21.Coronary Artery Disease(nominal) cad - (yes,no) 22.Appetite(nominal) appet - (good,poor) 23.Pedal Edema(nominal) pe - (yes,no) 24.Anemia(nominal) ane - (yes,no) 25.Class (nominal) class - (ckd,notckd), Please refer to the Machine Learning No CKD, stages 1-5, and included plan members are enrolled in both the D-ARIC and JHS Dental-Atherosclerosis... 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