Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue Images.
Thomas WollmannPatrick BernhardManuel GunkelDelia M. BraunJan MeinersRonald SimonGuido SauterHolger ErfleKarsten RippeKarl RohrPublished in: Bildverarbeitung für die Medizin (2019)
Keyphrases
- black box
- cell nuclei
- microscopic images
- microscopy images
- segmentation method
- image analysis
- mr brain
- segmentation algorithm
- microscope images
- confocal images
- prostate segmentation
- mr imaging
- automated analysis
- accurate segmentation
- input image
- intensity distribution
- automated segmentation
- black boxes
- image segmentation
- edge detection
- automatic segmentation
- low contrast
- brain tumors
- region growing
- watershed transform
- medical images
- partial volume
- magnetic resonance images
- white box
- fully automatic
- lymph nodes
- test cases
- graph cuts
- software development
- magnetic resonance
- ultrasound images
- integration testing
- white blood cells
- image registration