Subtype Classification of Breast Cancer based on MRI Image

Abstract

Breast cancer can be roughly divided into 4 subtypes depending on the characteristics of genes. The treatment strategy of breast cancer depends on the subtypes, so it is necessary to determine the subtypes quickly and accurately. Currently, subtypes are classified by a method of collecting cancer cells from patients. This method causes a lot of pains on the patient. Therefore, in this paper, we propose a method to classify subtypes from MRI images of patients and aim to reduce the pains on patients. We use Residual Network, and gained an overall accuracy of 67.3%.