Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep Learning.
Anshul PundhirAnanya AgarwalSaurabh DadhichBalasubramanian RamanPublished in: EPIMI/ML-CDS@MICCAI (2022)
Keyphrases
- logistic regression
- deep learning
- support vector
- decision trees
- skin lesion
- metadata
- unsupervised learning
- machine learning
- restricted boltzmann machine
- classification accuracy
- pattern recognition
- feature vectors
- malignant melanoma
- text classification
- weakly supervised
- supervised learning
- feature selection
- feature extraction
- active learning
- computer vision
- model selection
- graph cuts
- unsupervised feature learning
- skin cancer
- image segmentation
- feature space
- medical images
- feature set
- data mining
- probabilistic model
- training set