Machine learning for the classification of ovarian follicles from histology images

Abstract

We have developed a preliminary Convolutional Neural Network (CNN) to classify ovarian follicles in histology slides. The code was developed in Jupyter Notebooks using PyTorch. We found that a CNN with moderate accuracy could be developed that could classify across six different follicle types.