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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

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# 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)