MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models.
Thao Minh Nguyen PhanCong-Tinh DaoChenwei WuJian-Zhe WangShun LiuJun-En DingDavid RestrepoFeng LiuFang-Ming HungWen-Chih PengPublished in: CoRR (2024)
Keyphrases
- data fusion
- language model
- language modeling
- information fusion
- probabilistic model
- multi sensor
- n gram
- document retrieval
- query expansion
- retrieval model
- language modelling
- multi sensor data fusion
- fusion algorithm
- statistical language models
- multi source
- multiple sensors
- fusion method
- speech recognition
- information retrieval
- vector space model
- fusion methods
- context sensitive
- statistical language modeling
- document ranking
- situation assessment
- fusion process
- ad hoc information retrieval
- smoothing methods
- query terms
- source selection
- test collection
- ad hoc retrieval
- retrieval effectiveness
- relevance model
- audio visual
- electronic health records
- spoken term detection