# Clinical Report Generator

This Hugging Face Space provides a clinical report generation service using a fine-tuned T5 model. The model has been trained on a dataset of clinical documents to generate professional, structured clinical reports from input notes.

## Features

- Generates professional clinical reports from input notes
- Maintains medical terminology and context
- Removes unwanted elements like URLs
- Provides a user-friendly interface

## How to Use

1. Enter your clinical notes in the input text box
2. Click "Submit" to generate the report
3. The generated report will appear in the output text box

## Model Details

- Base Model: T5-small
- Fine-tuned on: Clinical documents and structured templates
- Input Length: Up to 512 tokens
- Output Length: Up to 256 tokens
- Special Features:
  - Beam search with 4 beams
  - No repeat ngram size of 3
  - Length penalty of 2.0
  - Early stopping enabled
  - URL filtering

## Examples

The interface includes example inputs to demonstrate the model's capabilities. These examples cover common clinical scenarios such as:
- Initial patient presentations
- Follow-up visits
- Treatment responses

## Notes

- The model is designed for generating clinical reports only
- Input should be clear and contain relevant clinical information
- Generated reports should be reviewed by healthcare professionals

## SDK Version
sdk_version: 4.12.0