https://github.com/bhaveshbhakta/breast-cancer-prediction-breast-cancer-prediction-using-ann
Breast Cancer Prediction
https://github.com/bhaveshbhakta/breast-cancer-prediction-breast-cancer-prediction-using-ann
ann artificial-neural-networks breast-cancer-prediction deep-learning
Last synced: 7 months ago
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Breast Cancer Prediction
- Host: GitHub
- URL: https://github.com/bhaveshbhakta/breast-cancer-prediction-breast-cancer-prediction-using-ann
- Owner: BhaveshBhakta
- Created: 2024-12-14T17:31:09.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-01-08T14:06:30.000Z (10 months ago)
- Last Synced: 2025-02-12T05:44:35.621Z (9 months ago)
- Topics: ann, artificial-neural-networks, breast-cancer-prediction, deep-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 11.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Breast Cancer Prediction Using ANN
## Project Overview
This project aims to predict the likelihood of breast cancer using Artificial Neural Networks (ANN). The model utilizes data from the Breast Cancer Wisconsin dataset, which contains various features related to cell nuclei present in breast cancer biopsies. By analyzing these features, the model predicts whether the cancer is benign or malignant.
## Purpose and Applications
The purpose of this project is to provide a tool that can assist medical professionals in diagnosing breast cancer more efficiently. By leveraging machine learning, this system can:
- **Early Detection:** Help in identifying potential cases of breast cancer at an early stage.
- **Assist in Diagnosis:** Support doctors in making accurate diagnoses based on patient data.
- **Improvement in Healthcare:** Facilitate better healthcare decision-making processes and increase the accuracy of cancer detection.
**Applications include:**
- Medical diagnostic systems
- Health monitoring apps
- Research in cancer detection using machine learning
## Installation
To set up the project locally, follow the steps below:
1. Clone the repository:
```
git clone https://github.com/BhaveshBhakta/Breast-Cancer-Prediction-Breast-Cancer-Prediction-Using-ANN.git
```
2. Navigate to the project directory:
```
cd /Breast-Cancer-Prediction-Breast-Cancer-Prediction-Using-ANN
```
3. Run the jupyter notebook
## Collaboration
Contributions are welcome! Feel free to fork the repository, make improvements, and submit a pull request.