DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection.
Wentao ZhuYeeleng Scott VangYufang HuangXiaohui XiePublished in: MICCAI (2) (2018)
Keyphrases
- weakly supervised
- feed forward
- nodule detection
- low dose
- ct scans
- lung cancer
- lung nodules
- pulmonary nodules
- topic models
- expectation maximization
- superpixels
- ct images
- relation extraction
- object class
- computed tomography
- semi supervised
- generative model
- vessel enhancement
- x ray
- em algorithm
- probabilistic model
- named entities
- unsupervised learning
- gaussian mixture model
- computer aided diagnosis
- three dimensional
- viewpoint
- image analysis
- maximum likelihood
- object detectors
- automatic extraction
- object segmentation
- computer vision
- computer aided
- medical imaging