Utility of unsupervised deep learning using a 3D variational autoencoder in detecting inner ear abnormalities on CT images.
Masaki OgawaMasaya KisoharaTatsuhito YamamotoShunsuke ShibataYoshinao OjioKanako MochizukiAyame TatsutaShinichi IwasakiYuta ShibamotoPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- ct images
- deep learning
- restricted boltzmann machine
- medical images
- unsupervised learning
- computed tomography
- deep architectures
- weakly supervised
- ct scans
- medical imaging
- machine learning
- region of interest
- supervised learning
- image segmentation
- fracture detection
- semi supervised
- three dimensional
- range images
- deformable models
- shape model
- conditional random fields
- x ray images
- topic models
- information extraction
- probabilistic model
- image analysis
- object recognition
- pattern recognition
- computer vision