Decision Tree of Occupational Lung Cancer Using Classification and Regression Analysis
نویسندگان
چکیده
منابع مشابه
Decision Tree of Occupational Lung Cancer Using Classification and Regression Analysis
OBJECTIVES Determining the work-relatedness of lung cancer developed through occupational exposures is very difficult. Aims of the present study are to develop a decision tree of occupational lung cancer. METHODS 153 cases of lung cancer surveyed by the Occupational Safety and Health Research Institute (OSHRI) from 1992-2007 were included. The target variable was whether the case was approved...
متن کاملDecision Tree Based Classification of Heterogeneous Lung Cancer data
.................................................................................................................................... x 1 Microarray data ................................................................................................................ 1 1.1 Background ................................................................................................................. ...
متن کاملEarly Detection of Cancer in MRI Lung Images using Classification and Regression Tree (CART) Method
Image mining is one the leading research area in the field of computer science. In this process, lung cancer is one of the most deadly disease in human body. It is the second most dangerous disease in the world. This work is mainly planned to increase the classification accuracy rate of lung cancer tissue classification in magnetic resonance (MR) imaging and reduce the processing time using Cla...
متن کاملAneurysmal subarachnoid hemorrhage prognostic decision-making algorithm using classification and regression tree analysis
BACKGROUND Classification and regression tree analysis involves the creation of a decision tree by recursive partitioning of a dataset into more homogeneous subgroups. Thus far, there is scarce literature on using this technique to create clinical prediction tools for aneurysmal subarachnoid hemorrhage (SAH). METHODS The classification and regression tree analysis technique was applied to the...
متن کاملPredicting The Type of Malaria Using Classification and Regression Decision Trees
Predicting The Type of Malaria Using Classification and Regression Decision Trees Maryam Ashoori1 *, Fatemeh Hamzavi2 1School of Technical and Engineering, Higher Educational Complex of Saravan, Saravan, Iran 2School of Agriculture, Higher Educational Complex of Saravan, Saravan, Iran Abstract Background: Malaria is an infectious disease infecting 200 - 300 million people annually. Environme...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Safety and Health at Work
سال: 2010
ISSN: 2093-7911
DOI: 10.5491/shaw.2010.1.2.140