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MedShare: Clinical NLP Research Platform
📑 Paper | 🌐 Project Page | 💾 Released Resources | 📦 Repo
This is the resource page for our MedShare clinical NLP resources collection on Huggingface.
Dataset
| Dataset | Link |
|---|---|
| MedShare-ClinicalNLP | 🤗 |
Please also check the raw data after our processing if you are interested: toolevalxm/MedShare-ClinicalNLP-Raw.
Models
Introduction
While having access to clinical records theoretically allows us to build comprehensive medical NLP systems, two challenges arise: 1) Privacy regulations require careful de-identification; 2) Clinical language varies significantly across institutions. Thus, we adopt a hybrid approach using Llama-3.1-70B-Instruct for generating synthetic clinical scenarios while preserving medical accuracy, as it offers strong medical reasoning capabilities with reasonable inference costs.
*Due to institutional compliance requirements, we only release the ClinicalNLP subset (this page) of the full dataset.
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