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Erschienen in:
2014 | OriginalPaper | Buchkapitel
Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images
verfasst von : Behnam Karimi, Adam Krzyżak
Erschienen in: Artificial Intelligence and Soft Computing
Verlag: Springer International Publishing
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In this research, a new method for automatic detection of suspected breast cancer lesions using ultrasound images is proposed. In this fully automated method, the best de-noising technique from among several considered is selected, a new segmentation based on fuzzy logic is proposed and detection of lesions based on morphological features and texture features is considered. We also consider correlation among ultrasound images taken from different angles and use it to improve detection.