Classification of neurologic outcomes from medical notes using natural language processing.
Marta B. FernandesNavid ValizadehHaitham AlabsiSyed A. QuadriRyan A. TeshAbigail A. BucklinHaoqi SunAayushee JainLaura BrennerElissa M. YeWendong GeSarah I. CollensStacie LinSudeshna DasGregory K. RobbinsSahar ZafarShibani S. MukerjiM. Brandon WestoverPublished in: Expert Syst. Appl. (2023)
Keyphrases
- natural language processing
- machine learning
- classification scheme
- pattern recognition
- text classification
- decision trees
- classification method
- feature vectors
- supervised learning
- automatic classification
- support vector machine svm
- training set
- benchmark datasets
- wordnet
- image classification
- medical diagnosis
- classification systems
- classification process
- medical domain
- feature set
- support vector machine
- support vector
- feature selection
- learning algorithm
- unsupervised learning
- training samples
- text mining
- question answering
- classification algorithm
- natural language
- feature extraction
- artificial intelligence
- computational linguistics