SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations

Adway U. Kanhere, Pranav Kulkarni, Paul H. Yi +1

Segmentation is one of the most primary tasks in deep learning for medical imaging, owing to its multiple downstream clinical applications. However, generating manual annotations f…