Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation

1 code implementation • 2 Jul 2022 • Josafat-Mattias Burmeister, Marcel Fernandez Rosas, Johannes Hagemann, Jonas Kordt, Jasper Blum, Simon Shabo, Benjamin Bergner, Christoph Lippert

Since labeling medical image data is a costly and labor-intensive process, active learning has gained much popularity in the medical image segmentation domain in recent years.

Active Learning Benchmarking +4