Towards Explainable Melanoma Diagnosis: Prediction of Clinical Indicators Using Semi-supervised and Multi-task Learning.
Seiya MurabayashiHitoshi IyatomiPublished in: IEEE BigData (2019)
Keyphrases
- multi task learning
- semi supervised
- multi task
- multitask learning
- learning tasks
- multiple tasks
- gaussian processes
- skin cancer
- learning problems
- transfer learning
- semi supervised learning
- multi label image annotation
- labeled data
- supervised learning
- metric learning
- theoretical analysis
- early diagnosis
- high order
- cardiovascular disease
- unsupervised learning
- gaussian process
- inductive learning
- learning algorithm
- data sets
- active learning
- pigmented skin lesions
- pairwise
- decision trees
- unlabeled data