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A newer version of the Streamlit SDK is available:
1.52.2
metadata
title: Breast Cancer Prediction
emoji: 🩺
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.48.1
app_file: app.py
pinned: false
Breast Cancer Prediction System
This application uses deep learning to analyze mammogram images for breast cancer detection.
Features
- Upload mammogram images (JPEG, PNG)
- Enter patient information
- Get instant prediction results
- View confidence levels
- See processed images
Technical Details
- Model: TensorFlow CNN trained on clinical datasets
- Input: 224x224 grayscale images
- Output: Binary classification (Benign/Malignant)
Note: This is a demonstration tool and not a substitute for professional medical diagnosis.