A Comparison of Classification Methods to Classify the Breast Lesions from Ultrasound Images using Texture Feature Extraction
International Journal of Advanced Trends in Computer Science and Engineering · 2020
From past few decades there is huge death rates due to breast cancer.Detection of breast cancer at first stage itself is very important.For detection and screening Mammography technique is usd in hospitals.But it was not comfortable for many young women because it involves radiation during testing.The advantage of Ultrasound over mammography is its non-invasive procedure, no radiation like mammography and it is available with less cost.However, the excellence of ultrasound image is corrupted by a speckle noise.In this paper we are developing an algorithm which will reduce the speckle noise.We also proposed some Feature Extraction and classification methods for tumor detection from ultrasound breast images.