---
title: AMRA Studies demo
emoji: 👀
colorFrom: blue
colorTo: cyan
sdk: gradio
sdk_version: 3.35.2
app_file: app.py
pinned: false
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

## AMRA Studies demo
AMRA Studies demo contains the functionality to utilize LLM and cofounder heuristic knowledge to process one
or multiple studies and return the results in a structured format.

It was deployed in huggingface spaces and can be accessed through here: https://amra-ai.com

### Introduction
In medical device industry, process of clinical studies is a crucial step to get validation of the product.
The process is very time consuming and requires a lot of manual work. The goal of this project is to automate
the process of clinical studies by utilizing LLM and cofounder heuristic knowledge.

### To host the demo locally
1. Clone the repo
2. Install the requirements
```
pip install -r requirements.txt
```
3. Run the app.py file
```
python app.py
```

### To use the demo
1. Log into https://amra-ai.com
2. Select the studies from the sidebar
3. Upload the study file
4. Click on the "Add" button

### Demo

<iframe src="https://amra-ai-studies.hf.space"><iframe>


### Limitations and bias
Currently the demo is only validated for the studies in the following anatomical regions:
+ Spine
+ Extremity