Joint Cell Nuclei Detection and Segmentation in Microscopy Images Using 3D Convolutional Networks

Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand +1

We propose a 3D convolutional neural network to simultaneously segment and detect cell nuclei in confocal microscopy images. Mirroring the co-dependency of these tasks, our propose…