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: 3 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/djdhairya/breast-cancer-prediction
• Owner: djdhairya
• License: mit
• Created: 2024-07-30T18:08:25.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-07-30T18:11:26.000Z (10 months ago)
• Last Synced: 2025-01-07T05:22:43.447Z (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

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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)