Tackling the challenges of bioimage analysis

Abstract

Using multiple human annotators and ensembles of trained networks can improve the performance of deep-learning methods in research.

Keywords: bioimage informatics; computational biology; deep learning; fluorescence microscopy; mouse; neuroscience; objectivity; reproducibility; systems biology; validity; zebrafish.