Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography.
Shantanu GhoshClare B. PoyntonShyam VisweswaranKayhan BatmanghelichPublished in: CoRR (2024)
Keyphrases
- experimental data
- probabilistic model
- data sets
- simulation data
- input data
- prior knowledge
- data analysis
- expert knowledge
- training data
- data sources
- network structure
- computational efficiency
- synthetic data
- data collection
- database
- high quality
- learning models
- data processing
- image data
- data points
- probability distribution
- objective function
- social networks
- measured data
- learned models
- high dimensional
- relational databases
- theoretical foundation
- prior information
- raw data
- conceptual model
- high level
- learning algorithm
- mathematical model
- computational model
- statistical analysis