Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization.
Anthony RiosEric B. DurbinIsaac HandsRamakanth KavuluruPublished in: BCB (2021)
Keyphrases
- multi task
- multi task learning
- penalty term
- learning tasks
- multiple tasks
- group lasso
- multitask learning
- sparse learning
- multi class
- gaussian processes
- learning problems
- supervised learning
- transfer learning
- feature selection
- elastic net
- training set
- data sets
- accelerated proximal gradient
- multiple kernel learning
- high order
- training examples
- markov random field
- prior knowledge
- neural network