An important problem in microscopy analysis is to reduce the need for manual annotation of datasets. Bilodeau et al. develop a neural network method that can be trained on a simple main classification task using image-level annotations to solve more complex tasks such as semantic segmentation.
- Anthony Bilodeau
- Constantin V. L. Delmas
- Flavie Lavoie-Cardinal