International Classification of Diseases Prediction from MIMIIC-III Clinical Text Using Pre-Trained ClinicalBERT and NLP Deep Learning Models Achieving State of the Art.
Ilyas AdenChristopher H. T. ChildConstantino Carlos Reyes-AldasoroPublished in: Big Data Cogn. Comput. (2024)
Keyphrases
- learning models
- classification models
- machine learning
- pre trained
- text mining
- machine learning algorithms
- classification accuracy
- pattern recognition
- natural language processing
- feature selection
- semi supervised learning
- training set
- information retrieval
- information extraction
- learning algorithm
- support vector
- training data
- learning tasks
- feature space
- support vector machine
- decision trees
- loss function
- feature extraction
- image classification
- supervised learning
- feature vectors
- training examples
- training samples
- conditional random fields
- computer vision
- active learning