Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology With the Fitzpatrick 17k Dataset.
Matthew GrohCaleb HarrisLuis SoenksenFelix LauRachel HanAerin KimArash KoochekOmar BadriPublished in: CVPR Workshops (2021)
Keyphrases
- neural network
- input image
- image data
- image analysis
- image features
- manually labeled
- ground truth
- multilayer perceptron
- image collections
- image registration
- artificial neural networks
- image database
- pattern recognition
- image classification
- image set
- clinical applications
- image dataset
- street view
- training process
- million images
- image annotation
- segmentation method
- segmentation algorithm
- image retrieval
- image regions
- back propagation
- medical images
- object detection
- clinical data
- object recognition
- automated segmentation
- training data
- three dimensional
- image processing