Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine.
Thomas SavageAshwin NayakRobert GalloEkanath RanganJonathan H. ChenPublished in: CoRR (2023)
Keyphrases
- language model
- diagnostic reasoning
- medical diagnosis
- language modeling
- n gram
- document retrieval
- probabilistic model
- information retrieval
- language modelling
- speech recognition
- query expansion
- retrieval model
- model based diagnosis
- reasoning systems
- mixture model
- ad hoc information retrieval
- context sensitive
- test collection
- query terms
- bayesian networks
- influence diagrams
- translation model
- belief networks
- query specific
- smoothing methods
- word clouds
- medical images
- statistical language models
- co occurrence