Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract.
Marc AubrevilleMiguel GoncalvesChristian KnipferNicolai OetterTobias WürflHelmut NeumannFlorian StelzleChristopher BohrAndreas K. MaierPublished in: BIOSTEC (Selected Papers) (2018)
Keyphrases
- three dimensional
- image data
- input image
- image database
- image analysis
- learning algorithm
- detection rate
- image features
- image classification
- feature based registration
- partial occlusion
- edge detection
- image retrieval
- image registration
- object recognition
- image collections
- laser scanning
- medical images
- particle image velocimetry
- capsule endoscopy
- biomedical images
- detection algorithm
- deep architectures
- microscope images
- imaging modalities
- computer aided diagnosis
- anisotropic diffusion
- fully automatic
- image segmentation