Abstract:
The detection of lymph node metastasis gives an important aggressiveness indication of the invasive breast cancer. However, visual inspection relying on pathologists is expensive and time-consuming. We propose a fast and robust method to detect mitosis by designing a novel deep cascaded convolutional neural network.
Problem to be solved:
Automatic detection of lymph node metastasis histopathological images for breast cancer diagnosis.
Applications:
Cancer diagnosis via histopathological image.