Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification.
Pieter Van MolleTim VerbelenCedric De BoomBert VankeirsbilckJonas De VylderBart DiricxTom KimpePieter SimoensBart DhoedtPublished in: UNSURE/CLIP@MICCAI (2019)
Keyphrases
- neural network
- skin lesion
- pattern recognition
- classification accuracy
- decision trees
- feature extraction
- support vector
- training process
- artificial neural networks
- malignant melanoma
- feature vectors
- decision rules
- support vector machine
- digital image processing
- multi layer perceptron
- diagnostic systems
- image analysis
- medical imaging
- multiresolution
- training set
- feature space
- multiscale
- face recognition
- computer vision