WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models.
John M. GiorgiAugustin TomaRonald XieSondra ChenKevin R. AnGrace X. ZhengBo WangPublished in: ClinicalNLP@ACL (2023)
Keyphrases
- language model
- patient data
- clinical practice
- language modeling
- clinical data
- medical treatment
- clinical trials
- clinical information
- medical knowledge
- document retrieval
- chat conversations
- n gram
- speech recognition
- information retrieval
- intensive care
- medical records
- treatment planning
- medical experts
- medical data
- query expansion
- probabilistic model
- statistical language models
- retrieval model
- context sensitive
- language modelling
- smoothing methods
- patient care
- patient records
- discussion forums
- test collection
- heart disease
- vector space model
- translation model
- pseudo relevance feedback
- intensive care unit
- query terms
- ad hoc information retrieval
- machine learning
- language model for information retrieval
- document ranking
- text retrieval
- hidden markov models
- relevance model
- automatic speech recognition
- cross lingual
- free text
- feature selection