Clinical Note Generation from Doctor-Patient Conversations using Large Language Models: Insights from MEDIQA-Chat.
John M. GiorgiAugustin TomaRonald XieSondra ChenKevin R. AnGrace X. ZhengBo WangPublished in: CoRR (2023)
Keyphrases
- language model
- patient data
- clinical practice
- clinical data
- language modeling
- clinical trials
- medical treatment
- clinical information
- chat conversations
- medical knowledge
- n gram
- document retrieval
- medical data
- treatment planning
- patient records
- probabilistic model
- intensive care
- medical experts
- query expansion
- language modelling
- test collection
- context sensitive
- speech recognition
- information retrieval
- medical records
- retrieval model
- patient care
- discussion forums
- document ranking
- data mining
- query terms
- vector space model
- statistical language models
- intensive care unit
- language model for information retrieval
- language models for information retrieval
- smoothing methods
- heart disease
- translation model
- clinical workflow
- multi party
- health care
- error rate
- okapi bm
- free text
- pseudo relevance feedback