transformers pytorch safetensors bert text-classification medical en arxiv:2310.18361 license:mit autotrain_compatible endpoints_compatible region:us
---
language:
- en
license: mit
pipeline_tag: text-classification
tags:
- medical
widget:
- text: I've noticed some inflammation at the base of my eyelashes, and it's causing
    my eyelids to be inflamed. I also noticed that there's some thick and burnt matte
    discharge, which could be a cause of concern.
---

## Model Details

Fine-tuned variant of [BioBERT](https://huggingface.co/dmis-lab/biobert-v1.1), for text classification task on user's input with symptoms and/or causes to predict possible disease, aimed towards Decision Support System for Unani Medicine Practitioners.

### Model Description

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- **Developed by:** [Haider Sultan](https://github.com/HaiderSultanArc)
- **License:** [MIT](https://huggingface.co/models?license=license%3Amit)
- **Paper:** [Clinical Decision Support System for Unani Medicine Practitioners](https://arxiv.org/abs/2310.18361)
- **Finetuned from model:** [BioBERT](https://huggingface.co/dmis-lab/biobert-v1.1)

## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
Input a sentence with Symptoms and/or causes to predict possible diseases.