Applies Mask-RCNN (a regional convolutional neural network for instance segmentation, published in March 2017) to the automated nuclei detection problem posed by the data science bowl 2018. See here for the Kaggle competition.

See this clip for an introduction to Mask-RCNN. Read more about the model in their paper.