A Parallel Implementation of Modified Fuzzy Logic for Breast Cancer Detection
سال انتشار: 1395
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 680
فایل این مقاله در 10 صفحه با فرمت PDF قابل دریافت می باشد
- صدور گواهی نمایه سازی
- من نویسنده این مقاله هستم
این مقاله در بخشهای موضوعی زیر دسته بندی شده است:
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
JR_JACR-7-2_010
تاریخ نمایه سازی: 16 شهریور 1395
چکیده مقاله:
According to world health organization, breast cancer is one of the most deadlycancers occurred in women. Therefore accurate diagnosis and prediction isimportant to decrease the high death rate. The aim of this paper is twofold. First,improving breast cancer detection accuracy using Modified Fuzzy Logic (MFL) thenimproving the performance of MFL algorithm using GPU platform. Theexperimental results show that the accuracy of the breast cancer detection usingMFL is higher than other techniques. In addition, by exploiting loop-levelparallelism and pipeline parallel communication pattern in MFL algorithm, itsperformance is improved up to 19.17 xfor different image sizes.
کلیدواژه ها:
نویسندگان
Farnaz Hoseini
Department of Computer Engineering, Rasht Branch, Islamic Azad University, Rasht, Iran
Asadollah Shahbahrami
Department of Computer Engineering, Faculty of Engineering, University of Guilan, Rasht, Iran
Anaram Yaghoobi Notash
Department of Computer Engineering, Rasht Branch, Islamic Azad University, Rasht, Iran
Peyman Bayat
Department of Computer Engineering, Collage of Engineering, Rasht Branch, Islamic Azad University, rasht, Iran