We showed that segmentation-independent #ShallowLearning of #3D features gives comparable results to supervised classification using cell segmentation, and curated and manually optimized feature sets.

As my first post, I am reposting from Twitter our Phindr3D (slightly rewritten).
#BioimageTooloftheDay. Phindr3D is a comprehensive #ShallowLearning framework for automated quantitative phenotyping of #3D #HighContentScreening images. Still valuable in the age of (un)explainable #deeplearning.😉