Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections.
Grzegorz ChlebusHans MeineSmita ThodukaNasreddin AbolmaaliBram van GinnekenHorst Karl HahnAndrea SchenkPublished in: PloS one (2019)
The quality of automatic liver segmentations is on par with those from manual routines. Using automatic liver masks in the clinical workflow could lead to a reduction of segmentation time and a more consistent liver volume estimation across different observers.