Commit History
-
Update README.md
Verified signatured4a8be4 -
Update README.md
Verified signature[](https://arxiv.org/abs/2402.00160) # Multimodal Clinical Pseudo-notes for Emergency Department Prediction Tasks using Multiple Embedding Model for EHR (MEME) # Abstract In this work, we introduce Multiple Embedding Model for EHR (MEME), an approach that views Electronic Health Records (EHR) as multimodal data. It uniquely represents tabular concepts like diagnoses and medications as structured natural language text using our "pseudo-notes" method. This approach allows us to effectively employ Large Language Models (LLMs) for individual EHR representation, proving beneficial in a variety of text-classification tasks. We demonstrate the effectiveness of MEME by applying it to diverse tasks within the Emergency Department across multiple hospital systems. Our findings show that MEME surpasses the performance of both single modality/embedding methods and traditional machine learning approaches, highlighting its effectiven…ca0765d -
Upload 8 files
Verified signature4608e54 -
Upload 8 files
Verified signature08150d9 -
initial commit
Verified signature6754536