Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound
نویسندگان
چکیده
منابع مشابه
Development of a computer aided diagnosis system for three dimensional breast CT images
We aim to develop a computer aided diagnosis system for automated detection of tumors in three-dimensional (3-D) breast CT images. This system consists of five steps. First the breast region is extracted from a 3-D breast CT image. Second, breast tumors are enhanced by a 3-D adaptive convergence index filter. Third, candidates of tumors are detected. Then, we measure two features, or the degree...
متن کاملBreast Cancer Computer Aided Diagnosis (cad) System
Breast cancer is the most common cancer in the world and the most common cause of cancer death in women. Treatment of breast cancer is currently effective only if it is detect at an early stage. X-ray mammography is the most effective method for early detection .In this paper authors have propose Computer Aided Diagnosis (CAD) System for breast cancer using mammography images. Moreover ,authors...
متن کاملComputer-aided diagnosis for surgical office-based breast ultrasound.
HYPOTHESIS The computer-aided diagnostic system is an intelligent system with great potential for categorizing solid breast nodules. It can be used conveniently for surgical office-based digital ultrasonography (US) of the breast. DESIGN Retrospective, nonrandomized study. SETTING University teaching hospital. PATIENTS We retrospectively reviewed 243 medical records of digital US images o...
متن کاملGlcm and Glrlm Based Texture Features for Computer-aided Breast Cancer Diagnosis
This paper presents 15 texture features based on GLCM (Gray-Level Co-occurrence Matrix) and GLRLM (Gray-Level Run-Length Matrix) to be used in an automatic computer system for breast cancer diagnosis. The task of the system is to distinguish benign from malignant tumors based on analysis of fine needle biopsy microscopic images. The features were tested whether they provide important diagnostic...
متن کاملComputer-aided diagnosis for 3-dimensional breast ultrasonography.
HYPOTHESIS Using 3-dimensional (3-D) over 2-dimensional (2-D) ultrasonographic (US) images of the breast represents a potentially significant advantage for computer-aided diagnosis (CAD). BACKGROUND Although conventional 2-D US images of the breast are increasingly used in surgical clinical practice, 3-D US imaging of the breast, a newly introduced technique, can offer more information than 2...
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: Journal of Medical Imaging
سال: 2014
ISSN: 2329-4302
DOI: 10.1117/1.jmi.1.2.024501