https://github.com/script-0/breast-cancer-ai-assistant

Initiated within the frame of MLPC Pipo Competition, it is a web application based AI assistant useful for cancerologists to determine whether patients suffering or likely to suffer from breast cancer. This is done in 02 steps : Mammography and Biopsy .
https://github.com/script-0/breast-cancer-ai-assistant

breast-cancer computer-vision flask-application healthcare-application mlpc-pipo-competition

Last synced: 5 days ago
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Initiated within the frame of MLPC Pipo Competition, it is a web application based AI assistant useful for cancerologists to determine whether patients suffering or likely to suffer from breast cancer. This is done in 02 steps : Mammography and Biopsy .

• Host: GitHub
• URL: https://github.com/script-0/breast-cancer-ai-assistant
• Owner: script-0
• Created: 2021-04-02T16:12:34.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-02-28T18:35:48.000Z (almost 3 years ago)
• Last Synced: 2024-11-19T04:09:03.392Z (2 months ago)
• Topics: breast-cancer, computer-vision, flask-application, healthcare-application, mlpc-pipo-competition
• Language: HTML
• Homepage: https://breast-cancer-assistant.herokuapp.com/
• Size: 52.4 MB
• Stars: 6
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Breast-Cancer-AI-Assistant

> *"There can be life after breast cancer. The prerequisite is early detection."* -  [Ann Jillian](https://en.wikipedia.org/wiki/Ann_Jillian)

Initiated within the frame of MLPC Pipo  Competition, it is a web application based  AI  assistant  useful for  cancerologists  to  determine  whether  patients suffering  or likely to suffer from breast cancer. This is done in 02 steps :

1. Mammography ( considering patient's medical past results )

2. Biopsy ( realizing the tumor's mask from mammogram ).

All backed with Flask.

The full description is presented on [Breast_Cancer.pdf](paper/Breast_Cancer.pdf)

## Preview

### Mammography



   

   

   



### Biopsy



   

   

   



## Installation Guide

1. Install python 3.7 (if it is not installed ) :

   - `sudo apt update`

   - `sudo apt install software-properties-common`

   - `sudo add-apt-repository ppa:deadsnakes/ppa`

   - `sudo apt update`

   - `sudo apt install python3.7`

2. Clone the repository : `git clone -b main https://github.com/script-0/Breast-Cancer-AI-Assistant/`

3. Open (Enter in) the directory : `Breast-Cancer-AI-Assistant`

4. Install the dependancies : `pip3 install -r requirements.txt`

5. Run the program:

   * `python3 app.py`

   * The server would be launched. Open the web browser and enter the link `http://127.0.0.1:5000`, now you can use the project

## For online deploiement

Use version on `deploy` branch.

## More to come

- [x] Installation Guide

- [x] Some Captures

- [x] Deploy