most citedLabel-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

33 citations · 33 across the 2 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2021

Partial supervision for the FeTA challenge 2021

Lucas Fidon, Michael Aertsen, Suprosanna Shit +4

This paper describes our method for our participation in the FeTA challenge2021 (team name: TRABIT). The performance of convolutional neural networks for medical image segmentation…

eess.IV2021★ 33 cited

Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

Lucas Fidon, Michael Aertsen, Doaa Emam +9

Deep neural networks have increased the accuracy of automatic segmentation, however, their accuracy depends on the availability of a large number of fully segmented images. Methods…