نتایج جستجو برای: risk prediction

تعداد نتایج: 1171722  

Journal: :Nature Reviews Cardiology 2016

Journal: :Cardiovascular Therapeutics 2015

Journal: :IEEE Transactions on Pattern Analysis and Machine Intelligence 2017

Nowadays, none of the industries are willing to have accidents in their workplaces and use different tools in this regard. One of these tools, which is capable of identifying risks and inappropriate situations, is risk analysis. Due to the importance of job risk prediction and reduction of occupational injury in this study, job risk prediction using different neural network algorithms has been ...

صفائی, علی اصغر, فیض منش, فرزانه,

Background and Objectives: Pulmonary embolism is a potentially fatal and prevalent event that has led to a gradual increase in the number of hospitalizations in recent years. For this reason, it is one of the most challenging diseases for physicians. The main purpose of this paper was to report a research project to compare different data mining algorithms to select the most accurate model for ...

Alireza Atashi, Erfan Ghasemi, Saeid Eslami, Shahram Amini, Shima Sheybani,

Background: Various prediction models have been developed aiming to estimate risk-adjusted mortality, morbidity and length of intensive care unit stay following cardiac surgeries. The European system for cardiac operative risk evaluation II (EuroSCORE II) is a prediction model which maps 18 predictors to a 30-day post-operative risk of death. The objective of this study was to evaluate the perf...

2017
Ching-pei Lee Kai-Wei Chang

Designing distributed algorithms for empirical risk minimization (ERM) has become an active research topic in recent years because of the practical need to deal with the huge volume of data. In this paper, we propose a general framework for training an ERM model via solving its dual problem in parallel over multiple machines. Our method provides a versatile approach for many large-scale machine...

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