Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans.
Zhihui GuoLing ZhangLe LuMohammadhadi BagheriRonald M. SummersMilan SonkaJianhua YaoPublished in: CoRR (2018)
Keyphrases
- deep learning
- ct scans
- computer tomography
- computed tomography
- fracture detection
- computer aided detection
- unsupervised feature learning
- ct images
- medical images
- unsupervised learning
- organ segmentation
- abdominal organs
- computer aided diagnosis
- clinical studies
- machine learning
- medical imaging
- deep architectures
- segmentation algorithm
- x ray
- image analysis
- brain tumors
- image segmentation
- ct data
- region of interest
- object segmentation
- segmentation method
- weakly supervised
- multiscale
- level set
- superpixels
- lung nodules
- treatment planning
- computed tomography images
- semi supervised
- mental models
- shape prior
- energy function
- pattern recognition