Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation

Rui Daniel, M. Rita Verdelho, Catarina Barata +1

Deep Learning for medical imaging faces challenges in adapting and generalizing to new contexts. Additionally, it often lacks sufficient labeled data for specific tasks requiring s…