Deep Anatomical Federated Network (Dafne): An Open Client-Server Framework for Continuous, Collaborative Improvement of Deep Learning–based Medical Image Segmentation

Dafne is a free and open-source software suite that implements the principles of continuous and decentralized deep learning to assist users in medical image segmentation, serving as a potential alternative to traditional centralized learning approaches.