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https://github.com/djdhairya/breast-cancer-prediction
https://github.com/djdhairya/breast-cancer-prediction
accuracy aiml machine-learning mean numpy pandas pkl prediction python streamlit
Last synced: 9 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/djdhairya/breast-cancer-prediction
- Owner: djdhairya
- License: mit
- Created: 2024-07-30T18:08:25.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-07-30T18:11:26.000Z (4 months ago)
- Last Synced: 2024-07-30T22:24:26.812Z (4 months ago)
- Topics: accuracy, aiml, machine-learning, mean, numpy, pandas, pkl, prediction, python, streamlit
- Language: Python
- Homepage:
- Size: 65.4 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Breast-Cancer-Prediction
The Breast Cancer Diagnosis app is a machine learning-powered tool designed to assist medical professionals in diagnosing breast cancer. Using a set of measurements, the app predicts whether a breast mass is benign or malignant. It provides a visual representation of the input data using a radar chart and displays the predicted diagnosis and probability of being benign or malignant. The app can be used by manually inputting the measurements or by connecting it to a cytology lab to obtain the data directly from a machine. The connection to the laboratory machine is not a part of the app itself.
![Screenshot 2024-07-30 005426](https://github.com/user-attachments/assets/16995969-55c9-4205-a960-49f27b5c5798)
![Screenshot 2024-07-30 233702](https://github.com/user-attachments/assets/1402cce0-70a4-40a2-9195-54e766baf118)