All eligible participants were tested for kidney function. Abstract: This dataset can be used to predict the chronic kidney disease and it can be collected from the hospital nearly 2 months of period. 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. The Kaiser Permanente Northern California population is highly representative of the local surrounding and statewide population with regards, to age, gender, race/ethnicity and comorbidity burden, with only slightly lower representation at the extremes of age and income. Keywords— Data Mining, Machine Learning, Chronic Kidney Disease, KNN, SVM, Ensemble. Kidney disease is a disorder in which the normal functioning of the kidneys with respect to filtration, reabsorption, secretion, etc., is affected. Subjects were followed for 5 years and included a racially and ethnically diverse group of adults aged 21 to 74 yrs with a broad spectrum of renal disease severity, half of whom have diagnosed diabetes mellitus. Motivation Chronic kidney disease (CKD) refers to the loss of kidney functions over time which is primarily to filter blood. Baseline and follow-up visits (which occurred every 3 years) included measurements of demographics, lifestyle, physiologic characteristics, as well as laboratory measurements. In this study, we developed and validated a prediction model of eGFR by data extracted from a regional health system. Dataset Integrity Check for The Chronic Kidney Disease in Children Cohort Study (CKiD) – Data through July 2014 Prepared by Allyson Mateja . NHANES is arguably the largest and longest-running national source of objectively measured health and nutrition data. Saving Lives, Protecting People. November 21, 2016 Active surveillance through endocrinologists, existing databases, health plan databases, and health providers was conducted in the latter 4 centers to identify cases of diabetes in 0- to 19-year-olds. Version 5 of 5. Jackson Heart Study (Jackson Heart Study). Chronic kidney disease (CKD) is a global health burden with a high economic cost to health systems and is an independent risk factor for cardiovascular disease (CVD). NKDEP's Coordinating Panel includes representatives of voluntary and professional organizations that are actively engaged in kidney disease activities. This is a classification problem to predict kidney disease - liuy14/Kidney_Disease_Detection. INTRODUCTION Chronic kidney disease (CKD) is the serious medical condition where the kidneys are damaged and blood cannot be filtered. Chronic Kidney Disease in Children (CKiD) Study is a prospective observational cohort study of 594 children (1-16 years old) with mild to moderate CKD (Schwartz-estimated GFR of 30-90 ml/min/1.73 m²) who are treated at 48 pediatric nephrology centers throughout North America (46 in the United States; 2 in Canada). All stages of CKD are associated with increased risks of cardiovascular morbidity, premature mortality, and/or … Although improved health of the Nation is expected to lead to reduced deaths among individuals with chronic kidney disease, the reduction may not be sufficient to establish a target. The study aim was to determine the effects of blood pressure control level and specific antihypertensive dugs with the primary outcome of progression of hypertensive kidney disease as measured by change in GFR. The target is the 'classification', which is either 'ckd' or 'notckd' - ckd=chronic kidney disease. Denominators for civilian youth populations were calculated by removing children of active-duty military personnel, and weighting for race/ethnicity and gender was performed to approximate the U.S. census population of youth. Notes . Pharmacy claims data are available from the Medstat source for CKD. Significance Statement: The current study applied four data mining algorithms on a clinical/laboratory dataset consisting of 361 chronic kidney disease patients. Your kidneys filter wastes and excess fluids from … NHANES is arguably the largest and longest-running national source of objectively measured health and nutrition data. No study treatments or interventions were given to participants in CRIC. Findings from NHANES provide health professionals and policymakers with the statistical data needed to determine rates of major diseases and health conditions (e.g., cardiovascular disease, diabetes, obesity, infectious diseases) as well as identify and monitor trends in medical conditions, risk factors, and emerging public health issues, so that the appropriate public health policies and prevention interventions can be developed. The NIS is the largest all-payer publicly available national hospital database containing a 20% stratified sample of all short-term, nonfederal, nonrehabilitation hospitals. NHANES III (National Health and Nutrition Examination Survey III). NHANES (National Health and Nutrition Examination Survey). Learning. As a first step toward diagnosis of kidney disease, your doctor discusses your personal and family history with you. The AMA obtains data from medical schools, hospitals, medical societies, the National Board of Medical Examiners, state licensing agencies and many others. The control participants were recruited from two pediatric practices in Atlanta, while the participants with CKD were recruited from outpatient clinics and the hemodialysis unit at Children’s Health Care of Atlanta. Participants were assigned to received one of two levels of target blood pressure and also randomized to receive one of three antihypertensive drugs. Participants were included in the CKD group if they had 2 estimated glomerular filtration rates (eGRFs) less than 90 mL/min/1.73 m. The Nationwide Inpatient Sample (NIS) is a U.S. nationally representative administrative database of hospitalizations. Source: Dr.P.Soundarapandian.M.D.,D.M (Senior Consultant Nephrologist), Apollo Hospitals, Managiri, Madurai Main Road, Karaikudi, Tamilnadu, India. A total of 5,301 participants were examined at baseline. Renal REGARDS represents a subcohort of 12,030 participants from the Reasons for Geographical and Racial Difference in Stroke (REGARDS) cohort study. The chronic kidney disease (CKD) dataset is a processed version of the original from https://archive.ics.uci.edu/ml/datasets/Chronic_Kidney_Disease. Findings from NHANES provide health professionals and policymakers with the statistical data needed to determine rates of major diseases and health conditions (e.g., cardiovascular disease, diabetes, obesity, infectious diseases) as well as identify and monitor trends in medical conditions, risk factors, and emerging public health issues, so that the appropriate public health policies and prevention interventions can be developed. On average, every site or provider involved in the study had 21 study participants. SEARCH collected data from 6 centers in California (Kaiser Permanente of Southern California, excluding San Diego), Hawaii (Hawaii Medical Service Association, Med-Quest, and Kaiser Permanente Hawaii), Colorado (13 counties, including reservation-based American Indian populations), Ohio (8 counties including Cincinnati), Washington (5 counties including Seattle), and South Carolina. 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. More information on these data sets can be retrieved at: http://www.virec.research.va.gov/. IMS Inc. 3901 Calverton Blvd, Suite 200 Calverton, MD 20705 . Participants in the CKD group had either a functioning transplant, were on dialysis, or had an eGFR less than 60 mL/min/1.73 m, In the period August 2004-August 2005, Boulware et al. 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. 2-The NKDEP’s eGFR Laboratory Implementation study. Many patients with chronic kidney disease (CKD) are managed in the primary care setting.