Title:fuzzy Technique for Microcalcifications Clustering in Digital Mammograms
نویسندگان
چکیده
منابع مشابه
A Computer Aided Detection (CAD) System for Microcalcifications in Mammograms - MammoScan mCaD
Clusters of microcalcifications in mammograms are an important sign of breast cancer. This paper presents a complete Computer Aided Detection (CAD) scheme for automatic detection of clustered microcalcifications in digital mammograms. The proposed system, MammoScan μCaD, consists of three main steps. Firstly all potential microcalcifications are detected using a a method for feature extraction,...
متن کاملA Computer Aided Detection (CAD) System for Microcalcifications in Mammograms - MammoScan μCaD
Clusters of microcalcifications in mammograms are an important sign of breast cancer. This paper presents a complete Computer Aided Detection (CAD) scheme for automatic detection of clustered microcalcifications in digital mammograms. The proposed system, MammoScan μCaD, consists of three main steps. Firstly all potential microcalcifications are detected using a a method for feature extraction,...
متن کاملFuzzy technique for microcalcifications clustering in digital mammograms
BACKGROUND Mammography has established itself as the most efficient technique for the identification of the pathological breast lesions. Among the various types of lesions, microcalcifications are the most difficult to identify since they are quite small (0.1-1.0 mm) and often poorly contrasted against an images background. Within this context, the Computer Aided Detection (CAD) systems could t...
متن کاملA Region Growing Segmentation for Detection of Microcalcification in Digitized Mammograms
This paper presents an approach for detecting microcalcifications in digital mammograms. The microcalcifications appear i n small clusters of few pixels with relatively high intensity compared with their neighboring pixels. The processing scheme used here focuses on detection of microcalcification in a very weak contrast to their background and presents a computerized technique to identify the ...
متن کاملNeural Network Based Technique to Locate and Classify Microcalcifications in Digital Mammograms
This paper proposes a technique that extracts suspicious areas containing microcalcifications in digital mammograms and classifies them into two categories whether they contain benign or malignant clusters. The centroids and radiuses provided by expert radiologist are being used to locate and extract suspicious areas. Neural network’s generalisation abilities are used to classify them into beni...
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تاریخ انتشار 2013