Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans.
Zhihui QuoLing ZhangLe LuMohammadhadi BagheriRonald M. SummersMilan SonkaJianhua YaoPublished in: ISBI (2018)
Keyphrases
- mr images
- deep learning
- medical images
- brain tumors
- ct scans
- computed tomography
- clinical studies
- ct images
- abdominal organs
- computer aided diagnosis
- computer tomography
- region of interest
- medical imaging
- unsupervised feature learning
- unsupervised learning
- deep architectures
- x ray
- machine learning
- mental models
- organ segmentation
- deep belief networks
- computer aided detection
- ct data
- weakly supervised
- lung nodules
- segmentation algorithm
- fracture detection
- image segmentation
- segmentation method
- image analysis
- pattern recognition
- object class
- object segmentation
- energy function
- level set
- image registration
- motion estimation
- multiscale
- image sequences
- three dimensional