Cascaded coarse-to-fine convolutional neural networks for pericardial effusion localization and segmentation on CT scans.
Jiamin LiuJinzheng CaiKarthik ChellamuthuMohammadhadi BagheriLe LuRonald M. SummersPublished in: ISBI (2018)
Keyphrases
- coarse to fine
- ct scans
- convolutional network
- convolutional neural networks
- multiscale
- hierarchical segmentation
- deformable surface model
- hierarchical representation
- fracture detection
- ct images
- computer tomography
- computer aided detection
- active shape model
- multiresolution
- computed tomography
- image pyramid
- medical images
- organ segmentation
- abdominal organs
- x ray
- image registration
- object detection
- image segmentation
- computed tomography images
- medical imaging
- computer aided diagnosis
- region of interest
- face detection
- segmentation algorithm
- dynamic programming
- segmentation method
- ct data
- shape prior
- level set
- feature extraction
- coarse scale
- accurate segmentation
- region growing