https://github.com/bhuvanyu09/breast-cancer-detection
Breast cancer detection uses AI-driven analysis and medical imaging to identify abnormalities early, enhancing diagnostic accuracy and timely intervention.
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Scientific vocabulary similarity
Low similarity (6.5%) to scientific vocabulary
Repository
Breast cancer detection uses AI-driven analysis and medical imaging to identify abnormalities early, enhancing diagnostic accuracy and timely intervention.
Basic Info
- Host: GitHub
- Owner: bhuvanyu09
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 767 KB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Breast Cancer Detection Using Machine Learning and Flask
Overview
This project is a web-based application for early-stage breast cancer detection using machine learning. The application utilizes a machine learning model to analyze patient data and provide early diagnostic results, aiming to improve survival rates and facilitate timely intervention.
Mmammography Test -
Model accuracy -
ROC Curve
Features
- Early Detection: Utilizes machine learning algorithms to detect breast cancer at an early stage.
- Web-Based Interface: Provides an easy-to-use web application built with Flask.
- User-Friendly: Allows users to input medical data and receive diagnostic results via a web interface.
- Accurate Predictions: Based on a trained model that analyzes key features such as clump thickness, cell size, and others.
Owner
- Name: Bhuvanyu Geel
- Login: bhuvanyu09
- Kind: user
- Repositories: 1
- Profile: https://github.com/bhuvanyu09
Hello everyone! I am pursuing my Bachelors of technology from Vellore Institute of Technology in Computer Science and Engineering
GitHub Events
Total
- Push event: 1
- Create event: 2
Last Year
- Push event: 1
- Create event: 2
Dependencies
- Click *
- Flask *
- Jinja2 *
- MarkupSafe *
- Werkzeug *
- gunicorn *
- itsdangerous *
- joblib *
- numpy *
- pandas *
- scikit-learn *