Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring.
Tiantian ZhangManxi LinHongda GuoXiaofan ZhangKa Fung Peter ChiuAasa FeragenQi DouPublished in: CoRR (2024)
Keyphrases
- multi modal
- language model
- prostate cancer
- clinical guidelines
- free text
- information retrieval
- probabilistic model
- computer aided
- clinical trials
- patient data
- mr images
- medical image analysis
- high dimensional
- clinical practice
- medical knowledge
- pattern recognition
- model selection
- magnetic resonance images
- information extraction