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

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...

Полное описание

Библиографические подробности
Главные авторы:	Dong, N, Kampffmeyer, M, Liang, X, Xu, M, Voiculescu, I, Xing, E
Формат:	Journal article
Язык:	English
Опубликовано:	Elsevier 2021

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