NLP-Powered Healthcare Insights: A Comparative Analysis for Multi-Labeling Classification With MIMIC-CXR Dataset.
Ege Erberk UsluEmine SezerZekeriya Anil GuvenPublished in: IEEE Access (2024)
Keyphrases
- benchmark datasets
- unsupervised learning
- classification systems
- classification accuracy
- pattern recognition
- feature vectors
- classification scheme
- feature extraction
- natural language processing
- data mining
- classification method
- text mining
- uci datasets
- feature selection
- feature space
- support vector machine
- support vector
- feature set
- image classification
- information systems
- neural network
- classification algorithm
- automatic classification
- fold cross validation
- training dataset
- labeling process
- manual labeling
- machine translation
- decision rules
- text classification
- dimensionality reduction
- active learning
- decision trees
- learning algorithm
- machine learning