Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC.
Hong-Jun YoonJohn GounleyShang GaoMohammed M. AlawadArvind RamanathanGeorgia D. TourassiPublished in: BHI (2019)
Keyphrases
- information extraction
- convolutional neural networks
- natural language processing
- high performance computing
- text mining
- optimization problems
- optimization algorithm
- precision and recall
- convolutional network
- random sampling
- hyperparameters
- gaussian processes
- scientific computing
- cancer diagnosis
- optimization method
- multiscale
- breast cancer
- grid search
- named entities