Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks.
Holger RothMasahiro OdaNatsuki ShimizuHirohisa OdaYuichiro HayashiTakayuki KitasakaMichitaka FujiwaraKazunari MisawaKensaku MoriPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- medical images
- medical imaging
- volumetric data
- mri brain
- three dimensional
- image slices
- brain mri
- image segmentation
- segmentation algorithm
- ct images
- fully automatic
- multiscale
- segmentation method
- network structure
- mri images
- volumetric images
- surface representation
- anatomical structures
- computed tomography
- level set
- magnetic resonance images
- network architecture
- medical image analysis
- region growing
- lung nodules
- lymph nodes
- x ray
- multislice
- medical image data
- white blood
- input image
- inter patient
- hole filling
- energy function
- computer tomography
- image reconstruction
- complex networks
- ct data