کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
487506 703573 2015 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Novel Approach for Breast Cancer Detection and Segmentation in a Mammogram
ترجمه فارسی عنوان
یک رویکرد جدید برای تشخیص سرطان پستان و جداسازی در یک ماموگرام؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Mammography is a well-known method used for the detection of breast cancer. Many researchers worked in the area of breast cancer detection and proposed segmentation methods. However, no solution given by researchers is best promising and has limitations and it is still a challenging problem to solve. We introduce a simple and easy approach for detection of cancerous tissues in mammogram. Detection phase is followed by segmentation of the tumor region in a mammogram image. Our approach uses simple image processing techniques such as averaging and thresholding. We introduce a Max-Mean and Least-Variance technique for tumor detection. Experimental results demonstrate the effectiveness of our approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 54, 2015, Pages 676-682