Label-Efficient Multi-Task Segmentation using Contrastive Learning

Junichiro Iwasawa, Yuichiro Hirano, Yohei Sugawara

Obtaining annotations for 3D medical images is expensive and time-consuming, despite its importance for automating segmentation tasks. Although multi-task learning is considered an…