BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records.
Weimin LyuZexin BiFusheng WangChao ChenPublished in: CoRR (2024)
Keyphrases
- language model
- electronic health records
- clinical data
- clinical trials
- medical records
- medical data
- patient care
- language modeling
- patient data
- probabilistic model
- n gram
- information retrieval
- retrieval model
- health care
- health data
- document retrieval
- query expansion
- statistical language models
- statistical analysis
- raw data
- language modelling
- test collection
- decision support system
- language models for information retrieval
- health records
- free text
- clinical guidelines
- relevance model
- data sources
- domain knowledge
- document ranking
- smoothing methods
- domain experts
- medical images
- query processing