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Nova: Medical Text Understanding Framework
📑 Paper | 🌐 Project Page | 💾 Released Resources | 📦 Repo
This is the resource page for our Nova-MedNotes collection on Huggingface.
Dataset
| Dataset | Link |
|---|---|
| Nova-MedNotes | 🤗 |
Models
| Base Model / Training | Nova | Nova++ | ||
|---|---|---|---|---|
| Stage 1 | Stage 2 | Stage 1 | Stage 2 | |
| BioMistral 7B | 🤗 | 🤗 | 🤗 | 🤗 |
| Meditron 7B | 🤗 | 🤗 | 🤗 | 🤗 |
Introduction
Medical text understanding requires careful handling of specialized terminology and clinical context. We developed Nova to bridge the gap between general NLP models and clinical applications. Our approach uses GPT-4 to generate high-quality clinical reasoning chains based on PubMed abstracts, providing detailed explanations of medical concepts and their relationships.
*Due to our collaborators' compliance requirements, we only release the MedNotes subset (this page) of the full dataset.
License
The license for this dataset is cc0-1.0.
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