Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine.
Thomas SavageAshwin NayakRobert GalloEkanath RanganJonathan H. ChenPublished in: npj Digit. Medicine (2024)
Keyphrases
- language model
- diagnostic reasoning
- medical diagnosis
- language modeling
- n gram
- speech recognition
- document retrieval
- probabilistic model
- information retrieval
- reasoning systems
- bayesian networks
- model based diagnosis
- retrieval model
- ad hoc information retrieval
- language modelling
- test collection
- query expansion
- statistical language models
- context sensitive
- statistical machine translation
- smoothing methods
- translation model
- data mining
- query terms
- belief networks
- influence diagrams
- relevance model
- mixture model
- artificial intelligence