A family of boundary overlap metrics for the evaluation of medical image segmentation
All medical image segmentation algorithms need to be validated and compared, yet no evaluation framework is widely accepted within the imaging community. None of the evaluation metrics which are popular in the literature are consistent in the way they rank segmentation results: they tend to be sensi...
Main Authors: | Yeghiazaryan, V, Voiculescu, I |
---|---|
Format: | Journal article |
Published: |
Society of Photo-optical Instrumentation Engineers
2018
|
Similar Items
-
Boundary overlap for medical image segmentation evaluation
by: Voiculescu, I, et al.
Published: (2017) -
Automated 3D Renal Segmentation Based on Image Partitioning
by: Voiculescu, I, et al.
Published: (2016) -
Parallel front propagation in medical image segmentation
by: Yeghiazaryan, V
Published: (2017) -
Dopnet: Densely Oriented Pooling Network for medical image segmentation
by: Gridach, M, et al.
Published: (2021) -
MISM: A Medical Image Segmentation Metric for Evaluation of Weak Labeled Data
by: Dennis Hartmann, et al.
Published: (2023-08-01)