Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis

Understand

Breast cancer is one of the main causes of cancer death worldwide.

• Early diagnostics significantly increases the chances of correct treatment and survival, but this process is tedious and often leads to a disagreement between pathologists.
• Computer-aided diagnosis systems showed potential for improving the diagnostic accuracy.
• In this work, we develop the computational approach based on deep convolution neural networks for breast cancer histology image classification.