https://github.com/arjunraj77/seer
S.E.E.R : System for Efficient Encoding and Reference. Easily identify ICD10 codes and medical terms.
https://github.com/arjunraj77/seer
healthcare python3 streamlit
Last synced: 4 months ago
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S.E.E.R : System for Efficient Encoding and Reference. Easily identify ICD10 codes and medical terms.
- Host: GitHub
- URL: https://github.com/arjunraj77/seer
- Owner: ArjunRAj77
- Created: 2023-09-12T19:32:48.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-07-13T18:01:03.000Z (almost 2 years ago)
- Last Synced: 2025-09-07T07:32:57.496Z (10 months ago)
- Topics: healthcare, python3, streamlit
- Language: Python
- Homepage: https://apps.healthuniverse.com/vyi-vgj-lag/
- Size: 3.97 MB
- Stars: 0
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: changelog.md
Awesome Lists containing this project
README
# S.E.E.R: System for Efficient Encoding and Reference
Welcome to [S.E.E.R](https://whatismyicdcode.streamlit.app/), your ally in healthcare documentation! 🌟
This web-based application simplifies the complex world of ICD codes and symptom types, making it easily accessible with just a few clicks.
## What is ICD? 🤷
Ever wondered how doctors and healthcare professionals universally identify and classify diseases? Enter the International Classification of Diseases (ICD). It's like a global dictionary for health issues, ensuring a common understanding of illnesses worldwide.
## Idea behind S.E.E.R 💡💡💡
S.E.E.R is designed to simplify the lives of doctors and medical coders, making the complex world of ICD codes and symptom types easily accessible. It's not just a system; it's your ally in healthcare documentation.
## What exactly is S.E.E.R 🧑💻️
S.E.E.R is a web-based application built with Streamlit, the magic wand of interactive web development in Python. We've incorporated MedSpaCy, a specialized medical text processing library, to analyze medical text, extract ICD10 codes, and provide a friendly interface for effortless code searching.
## How it works 🏋
> The live site can be accessed via [S.E.E.R](https://whatismyicdcode.streamlit.app/)
1. Input your medical text 🔠.
2. S.E.E.R analyzes the document with MedSpaCy.
3. It extracts ICD10 codes and highlights code-related bits in the original text.
4. Effortlessly search for specific terms and navigate the medical coding landscape.
It's not just about accuracy; it's about clarity and making your job easier. With S.E.E.R, healthcare tech becomes a breeze.
## Installation
Use the following commands to install the required dependencies and run the application locally.
```bash
pip install -r requirements.txt
streamlit run seer.py
```
# Screenshots
# Resources
- A sample data set for reference is being used : [Charmhealth Hackathon Resource Files](https://workdrive.zohoexternal.com/external/f5c821ad2d5bf1245b2110efe1c66a2cb3db7aa4f4bd0a7dbcb617cd61c8b20e?layout=list)
- [ICD 10 Codes](https://www.cms.gov/medicare/coding-billing/icd-10-codes/2023-icd-10-cm)
- [Medspacy Modules](https://github.com/medspacy/medspacy)