Can general-purpose LLMs encode raw EHR data for clinical prediction?
We tested this on EHRSHOT and the UK Biobank: LLM embedding models perform on par with an EHR FM (CLMBR-T-Base) without clinical pretraining or a fixed vocabulary.
Paper: www.nature.com/articles/s41...
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nature.com
Large language models are powerful electronic health record encoders - npj Digital Medicine
npj Digital Medicine - Large language models are powerful electronic health record encoders