Natural Language Processing for Imaging Protocol Assignment: Machine Learning for Multiclass Classification of Abdominal CT Protocols Using Indication Text Data.
Brian Arun XavierPo-Hao ChenPublished in: J. Digit. Imaging (2022)
Keyphrases
- text data
- multiclass classification
- text mining
- natural language processing
- machine learning
- text classification
- machine learning algorithms
- multi class
- medical imaging
- information extraction
- text documents
- binary classification
- support vector machine
- image processing
- computed tomography
- data mining
- high dimensional
- learning problems
- medical images
- cost sensitive
- natural language
- structured data
- ct images
- learning tasks
- computer vision
- wordnet
- pattern recognition
- knowledge discovery
- high dimensional data
- binary classifiers
- machine learning methods
- bag of words
- question answering
- artificial intelligence
- feature selection
- decision trees
- data analysis
- knowledge representation
- named entities
- semi supervised learning
- supervised learning
- image segmentation
- reinforcement learning
- model selection
- data sets
- text categorization
- base classifiers
- learning algorithm
- document collections
- topic models