Capsule networks

Reduce the strong data requirements in data-driven approaches of medical problems.

We want to investigate different methodologies to face typical challenges in medical datasets. Namely, class-imbalance and considering datasets with a reduced number of annotations. We plan to investigate alternatives to supervised learning.

Capsule Networks against Medical Imaging Data Challenges