Additional File 6 Indicators of "Healthy Aging" in Older Women (65-69 years of age). A Data-mining Approach based on Prediction of Long-term Survival
نویسندگان
چکیده
Previous studies have shown that indices designed to quantify the accumulation of health problems or “deficits” in older individuals can provide powerful prognostic tools that predict both short and long-term survival (e.g., Searle et al. 2008, BMC Geriatrics 8: 24). It was therefore of interest to compare the prognostic performance of the 13-variable healthy aging index we developed (see Table 2 of manuscript file) with an alternative approach that is based upon accumulation of deficits.
منابع مشابه
Indicators of "Healthy Aging" in older women (65-69 years of age). A data-mining approach based on prediction of long-term survival
BACKGROUND Prediction of long-term survival in healthy adults requires recognition of features that serve as early indicators of successful aging. The aims of this study were to identify predictors of long-term survival in older women and to develop a multivariable model based upon longitudinal data from the Study of Osteoporotic Fractures (SOF). METHODS We considered only the youngest subjec...
متن کاملPrediction-Based Portfolio Optimization Model for Iran’s Oil Dependent Stocks Using Data Mining Methods
This study applied a prediction-based portfolio optimization model to explore the results of portfolio predicament in the Tehran Stock Exchange. To this aim, first, the data mining approach was used to predict the petroleum products and chemical industry using clustering stock market data. Then, some effective factors, such as crude oil price, exchange rate, global interest rate, gold price, an...
متن کاملنتایج درمان و بقا در کودکان مبتلا به لوسمی میلوئیدی حاد non APL مراجعهکننده به بیمارستان حضرت علی اصغر(ع) (1381-1366)
Background & Aim: AML accounts for about 15% of all childhood leukemia. The improvement has been seen over the past decades after treating with chemotherapy alone. The outcome has been better for children and it has had long term survival for all patients treated with BFM protocol chemotherapy. The aim of the present study was to investigate long-term survival in patients referred to Ali A...
متن کاملAiming Higher: Advancing Public Social Insurance for Long-term Care to Meet the Global Aging Challenge; Comment on “Financing Long-term Care: Lessons From Japan”
Globally, aging populations are driving the demand for long-term care (LTC) services for a growing number of older people with disabilities or chronic illnesses. A key challenge for policy-makers in all countries is to find a comprehensive solution to financing LTC services to make them widely accessible, affordable, and equitable for all in need. In this commentary, we...
متن کاملTown trip forecasting based on data mining techniques
In this paper, a data mining approach is proposed for duration prediction of the town trips (travel time) in New York City. In this regard, at first, two novel approaches, including a mathematical and a statistical approach, are proposed for grouping categorical variables with a huge number of levels. The proposed approaches work based on the cost matrix generated by repetitive post-hoc tests f...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010