{"id":20972644,"url":"https://github.com/script-0/breast-cancer-ai-assistant","last_synced_at":"2025-12-28T13:52:40.801Z","repository":{"id":45922244,"uuid":"354069900","full_name":"script-0/Breast-Cancer-AI-Assistant","owner":"script-0","description":"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. 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The prerequisite is early detection.\"* -  [Ann Jillian](https://en.wikipedia.org/wiki/Ann_Jillian)\r\n\r\nInitiated 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 :\r\n1. Mammography ( considering patient's medical past results )\r\n2. Biopsy ( realizing the tumor's mask from mammogram ).\r\n\r\nAll backed with Flask.\r\nThe full description is presented on [Breast_Cancer.pdf](paper/Breast_Cancer.pdf)\r\n\r\n## Preview\r\n\r\n### Mammography\r\n\u003cdiv style=\"width:100%\"\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156038598-c24236c8-8e57-43b6-8927-16d445dd38c0.png\" width=\"33%\" /\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156038610-a77ab214-ff42-4eda-8d1d-d2293be8fa66.png\" width=\"33%\" /\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156038617-b13dbe44-5416-4a62-8aa1-4e9f052ed33c.png\" width=\"33%\" /\u003e\r\n\u003c/div\u003e\r\n\r\n### Biopsy\r\n\u003cdiv style=\"width:100%\"\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156037344-555b0d52-d43b-4ce3-9ba2-ffa5433f17d4.png\" width=\"33%\" /\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156037370-37a16b53-f2d4-471a-8cb9-acfc08113d16.png\" width=\"33%\" /\u003e\r\n   \u003cimg src=\"https://user-images.githubusercontent.com/60468539/156037374-767a12c3-bad5-49da-a6bd-6167488873cb.png\" width=\"33%\" /\u003e\r\n\u003c/div\u003e\r\n\r\n## Installation Guide\r\n1. Install python 3.7 (if it is not installed ) :\r\n   - `sudo apt update`\r\n   - `sudo apt install software-properties-common`\r\n   - `sudo add-apt-repository ppa:deadsnakes/ppa`\r\n   - `sudo apt update`\r\n   - `sudo apt install python3.7`\r\n2. Clone the repository : `git clone -b main https://github.com/script-0/Breast-Cancer-AI-Assistant/`\r\n3. Open (Enter in) the directory : `Breast-Cancer-AI-Assistant`\r\n4. Install the dependancies : `pip3 install -r requirements.txt`\r\n5. Run the program:\r\n   * `python3 app.py`\r\n   * 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\r\n\r\n## For online deploiement\r\nUse version on `deploy` branch.\r\n\r\n## More to come\r\n- [x] Installation Guide\r\n- [x] Some Captures\r\n- [x] Deploy\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscript-0%2Fbreast-cancer-ai-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscript-0%2Fbreast-cancer-ai-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscript-0%2Fbreast-cancer-ai-assistant/lists"}