Citizen science, cells and CNNs - deep learning for automatic segmentation of the nuclear envelope in electron microscopy data, trained with volunteer segmentations
H. Spiers, H. Songhurst, L. Nightingale, J. de Folter, R. Hutchings, C. J. Peddie, A. Weston, A. Strange, S. Hindmarsh, C. Lintott, L. M. Collinson, M. L. Jones
This paper trains a deep learning model to automatically segment the nuclear envelope in electron microscopy data using volunteer annotations from a citizen science project.
bioRxiv · Jul 28, 2020Cell Biology