Automatic Localization of Breast Tumor in Mammogram
Shwetha S.V., L Dharmanna, Shridhar Allagi · Zenodo (CERN European Organization for Nuclear Research) · 2023
The breast cancer is one among the cancer having high mortality rate. The extraction of the tumor from the mammogram and the ultrasound images is much required for the detection and classification of the tumor into benign and malignant. The mammogram and ultrasound images are processed for the identification of the tumor. The localization of the tumor helps for the further segmenting the tumor from the mammogram. The early detection of the breast tumor will help in the avoidance of the death of the patients by a factor of 35%. The adoption of the suitable algorithms for the finding the tumor based on the variation in the intensity of the pixels, CNN and several machine learning algorithms.