Data mining for the diagnosis of type II diabetes from three-dimensional body surface anthropometrical scanning data

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data mining for the diagnosis of type II diabetes from three-dimensional body surface anthropometrical scanning data

K e y w o r d s D a t a mining, Type II diabetes, Backpropagation neural network, Diagnosis. This research was supported in part by Grant No. 93-2213-E-007-110 from National Science Council (Taiwan). The authors would like to thank the medical staff at the Department of Health Examination at Chang Gung Memorial Hospital, Taiwan. We are grateful to the Chang Gung Biomedical Research Team members...

متن کامل

Comparing Three Data Mining Algorithms for Identifying the Associated Risk Factors of Type 2 Diabetes

Background: Increasing the prevalence of type 2 diabetes has given rise to a global health burden and a concern among health service providers and health administrators. The current study aimed at developing and comparing some statistical models to identify the risk factors associated with type 2 diabetes. In this light, artificial neural network (ANN), support vector machines (SVMs), and multi...

متن کامل

Diagnosis of diabetes by using a data mining method based on native data

Background & Aim: Detecting the abnormal performance of diabetes and subsequently getting proper treatment can reduce the mortality associated with the disease. Also, timely diagnosis will result in irreversible complications for the patient. The aim of this study was to determine the status of diabetes mellitus using data mining techniques. Methods: This is an analytical study and its databas...

متن کامل

Comparison of the Efficiency of Data Mining Algorithms in Predicting the Diagnosis of Diabetes

Background: Diabetes is one of the major health problems in Iran and about 4.6 million adults suffer from this disease. Poor diagnosis of this disease has caused half of this number to be unaware of their disease. In recent years, along with the use of computers in data analysis and storage, the volume and complexity of data has increased dramatically. Methods: In health organizations, data pl...

متن کامل

the clustering and classification data mining techniques in insurance fraud detection:the case of iranian car insurance

با توجه به گسترش روز افزون تقلب در حوزه بیمه به خصوص در بخش بیمه اتومبیل و تبعات منفی آن برای شرکت های بیمه، به کارگیری روش های مناسب و کارآمد به منظور شناسایی و کشف تقلب در این حوزه امری ضروری است. درک الگوی موجود در داده های مربوط به مطالبات گزارش شده گذشته می تواند در کشف واقعی یا غیرواقعی بودن ادعای خسارت، مفید باشد. یکی از متداول ترین و پرکاربردترین راه های کشف الگوی داده ها استفاده از ر...

ذخیره 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: Computers & Mathematics with Applications

سال: 2006

ISSN: 0898-1221

DOI: 10.1016/j.camwa.2005.08.034