[PDF] Top 20 Development and Application of Chronic Disease Risk Prediction Models
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Development and Application of Chronic Disease Risk Prediction Models
... non-communicable chronic diseases are a major cause of morbidity and mortality worldwide, and a large proportion of chronic diseases are preventable through risk factor ...satisfactory. ... See full document
8
Health Application for Women using Decision Tree Based Classifier
... eHealth application for women using decision tree ...the development of an eHealth application system using open-access datasets from UCI Machine Learning ...and chronic kidney diseases ... See full document
5
RiGoR: reporting guidelines to address common sources of bias in risk model development
... developing risk pre- diction models in ...way risk models are developed and/or defi- ciencies in the way the work is reported ...of application found the vast majority of papers ... See full document
6
A Machine Learning Approach for Prediction of Diseases Using Unstructured Datasets
... the chronic disease is increasing. So, it is essential to perform risk assessments for chronic ...high risk patients require expensive treatment. Using traditional disease ... See full document
6
Foetal weight prediction models at a given gestational age in the absence of ultrasound facilities: application in Indonesia
... developed models to more accurately predict estimated foetal weight at a given gestational age in the absence of ultrasound machines and trained ...the models was assessed using retrospective ...proposed ... See full document
12
Chronic Disease Risk Prediction Models and their Impacts on Behavioural and Health Outcomes: A Systematic Review and Meta-analysis
... statistical models more useful by developing and using a “points system” wherein points associated with predictors are summed, and the total score corresponds to a calculated 10-year coronary ...of models ... See full document
171
Development and validation of risk prediction models for cardiovascular mortality in Chinese people initialising peritoneal dialysis: a cohort study
... Cardiovascular disease is the leading cause of death among patients receiving peritoneal ...a risk prediction model for cardiovascular death within 2 years after the initiation of peritoneal dialysis ... See full document
7
Development of Clinical Prediction Models for Surgery and Complications in Crohn’s Disease
... clinical prediction model has been validated and shows favourable performance ...clinical prediction models are not used are because clinicians are either unaware of their existence or that they are ... See full document
107
Validation of two prediction models of undiagnosed chronic kidney disease in mixed-ancestry South Africans
... investigated risk models have potential applica- tions in the prevention and management of CKD in ...silent disease that usually pre- sents at the ESRD stage with limited chances of ...tested ... See full document
14
Development and use of prediction models for classification of cardiovascular risk of remote indigenous Australians
... heart disease (coronary insufficiency, myocardial infarction, and angina pectoris), cerebrovascular events (ischaemic stroke, haemorrhagic stroke and transient ischae- mic attack), congestive heart failure, ... See full document
10
Acute and chronic kidney disease in elderly patients with hip fracture: prevalence, risk factors and outcome with development and validation of a risk prediction model for acute kidney injury
... Both chronic kidney disease (CKD) and AKI are associated with greater and earlier mortality ...relative risk of developing AKI of ...increases risk of AKI [34, 42, ... See full document
11
Development and use of prediction models for classification of cardiovascular risk of remote Indigenous Australians
... model development, multiple imputation to deal with missing data, and rigorous methods to select the predictors and assess the model per- ...model development might not represent the Indigenous population ... See full document
10
Cardiovascular disease risk score prediction models for women and its applicability to Asians
... diet/nutrition, alcohol consumption, use of antihypertensive medication, chronic kidney disease, and coronary artery calcium have not been incorporated into some of these models. Only BMI was ... See full document
9
Application of cardiovascular disease risk prediction models and the relevance of novel biomarkers to risk stratification in Asian Indians
... tional risk factors, the CAD rates among Asian Indians are at least double that of ...more risk for developing CAD and Diabetes at a younger age (approximately 10 years) (see ...standard risk factors ... See full document
14
Comparing different supervised machine learning algorithms for disease prediction
... In supervised machine learning algorithms, a labelled training dataset is used first to train the underlying algo- rithm. This trained algorithm is then fed on the un- labelled test dataset to categorise them into ... See full document
16
Genome-wide association study identifies novel loci for type 2 diabetes-attributed end-stage kidney disease in African Americans
... Atherosclerosis Risk in Communities Study (ARIC; N = 2221), Coronary Artery Risk Development in Young Adults (CARDIA; N = 912), and Multi-Ethnic Study of Atherosclerosis (MESA; N = ...high ... See full document
17
<p>GOLD Classifications, COPD Hospitalization, and All-Cause Mortality in Chronic Obstructive Pulmonary Disease: The HUNT Study</p>
... the risk of COPD hospitalization using the GOLD 2017 classi fi cation or compared their discrimination ability with the previous GOLD classi fi cations to predict COPD ...the prediction ability of the GOLD ... See full document
9
Acute kidney injury in hospitalized patients who underwent percutaneous kidney biopsy for histological diagnosis of their renal disease
... In our study, we observed a higher level of serum hemoglobin was associated with a lower incidence of AKI. Several studies have shown an association be- tween anemia and AKI; however, it is unclear whether higher levels ... See full document
8
Dietary and Lifestyles assessment among Obese Women in Gaza City, Palestine
... Data collected by interview questionnaire, which involved socio-demographic factors, eating habits, health/disease status, and physical activity after signing a written consent form, in which the women’s ... See full document
9
Development of Australian chronic disease targets and indicators
... Chronic disease indicators need to encompass both trends in chronic diseases and trends for their determinants and risk ...in risk factors and behaviours such as smoking, lack of ... See full document
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