Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports.
Mohammed M. AlawadHong-Jun YoonGeorgia D. TourassiPublished in: BHI (2018)
Keyphrases
- coarse to fine
- multi task
- convolutional network
- convolutional neural networks
- information extraction
- multi task learning
- multiresolution
- learning tasks
- multiscale
- object detection
- hierarchical segmentation
- image registration
- dynamic programming
- natural language processing
- multi class
- feature selection
- learning problems
- sparse learning
- supervised learning
- text mining
- gaussian processes
- machine learning
- information retrieval
- image processing
- active shape model
- pattern recognition
- pairwise
- training set
- transfer learning
- conditional random fields
- training examples
- data mining