Please sign in to access this page
Cancer Prediction Python ML Used AI
this is cancer prediction project in python. I made it to raise awaireness for cancer because I lost a relative to this stupid disease. It uses machine learning (random forest classifier) and a public kaggle dataset. Users just enter some medical data and history, and they get a diagnosis (chance they have cancer) - All backend was coded by me, I used a bit of AI to help me on the webUI. Hope you like and use my project!
Followers
Shree
Check their projects out: Shell Status, Scrapbook API Clone(but better), Snakes And Apples, SOM Voting TUI, UNO SSH, SOM Devlog Star Checker
hugo brisebois
Check their projects out: Space Explorer, console book finder, E-Portfolio, password manager
Ship Your Project
Get ready!
Once you ship this you can't edit the description of the project, but you'll be able to add more devlogs and re-ship it as you add new features!
Timeline
Finished the cancer prediction project, and hosted live on pythonanywhere. This project's goal was to raise awaireness for cancer and I hope people use it.
Hey guys! Today I added the whole functionality to the web UI. Users can fill their data and they can get a prediction. Also there are seperate pages for each question (all styled and pretty-looking). Have a nice day :)
Designed a demo webUI in figma and made it with tailwindCSS, will implement the cancer prediction model logic in a frontend form. The page is static and has some info about the project.
Added a basic model implementation using a Random Forest classifier. It trains on the dataset and outputs the probability (percentage) that a user has cancer.
Found a public dataset to use in order to train my cancer prediction model. It is free and from kaggle, and contains data from more than 2k patients. The content of the dataset contain age, gender, height, weight, smoking and drinking habits, personal cancer past and more.
