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20182022
most citedTheoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty

18 citations · 32 across the 6 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

eess.IV2019

Optimization with soft Dice can lead to a volumetric bias

Jeroen Bertels, David Robben, Dirk Vandermeulen +1

Segmentation is a fundamental task in medical image analysis. The clinical interest is often to measure the volume of a structure. To evaluate and compare segmentation methods, the…

eess.IV2019★ 2 cited

Detection of vertebral fractures in CT using 3D Convolutional Neural Networks

Joeri Nicolaes, Steven Raeymaeckers, David Robben +4

Osteoporosis induced fractures occur worldwide about every 3 seconds. Vertebral compression fractures are early signs of the disease and considered risk predictors for secondary os…