Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification.
Ricardo Bigolin LanfrediPritam MukherjeeRonald M. SummersPublished in: CoRR (2024)
Keyphrases
- x ray
- privacy preserving
- language model
- x ray images
- multi type
- privacy preservation
- digital x ray images
- probabilistic model
- three dimensional
- query expansion
- feature selection
- chest radiographs
- lung nodules
- information retrieval
- image classification
- database
- feature extraction
- feature vectors
- classification accuracy
- machine learning
- feature space
- text classification
- feature set
- data objects
- relational data
- image annotation
- relational databases
- high dimensional
- databases
- bayesian networks