Towards robust partially supervised multi-structure medical image segmentation on small-scale data

The data-driven nature of deep learning (DL) models for semantic segmentation requires a large number of pixel-level annotations. However, large-scale and fully labeled medical datasets are often unavailable for practical tasks. Recently, partially supervised methods have been proposed to utilize im...

Повний опис

Бібліографічні деталі
Автори: Dong, N, Kampffmeyer, M, Liang, X, Xu, M, Voiculescu, I, Xing, E
Формат: Journal article
Мова:English
Опубліковано: Elsevier 2021