https://github.com/kris96tian/web_app_diabetes
This web app uses a custom Neural Network Pytorch model to predict the risk of diabetes based on patient data.
https://github.com/kris96tian/web_app_diabetes
diabetes-prediction machine-learning neural-network patient-data python3 pytorch webapp
Last synced: about 2 months ago
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This web app uses a custom Neural Network Pytorch model to predict the risk of diabetes based on patient data.
- Host: GitHub
- URL: https://github.com/kris96tian/web_app_diabetes
- Owner: kris96tian
- Created: 2023-08-14T03:00:55.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2024-08-11T04:18:53.000Z (almost 2 years ago)
- Last Synced: 2024-08-11T19:50:00.368Z (almost 2 years ago)
- Topics: diabetes-prediction, machine-learning, neural-network, patient-data, python3, pytorch, webapp
- Language: HTML
- Homepage: http://diabetesp.pythonanywhere.com/
- Size: 63.5 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
This web app uses a machine learning model to predict the risk of diabetes based on patient data. The model has been trained on a dataset from Kaggle and can provide predictions about diabetes risk for different patients.
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The model uses a custom Neural Network Pytorch model to make predictions. The model training features include pregnancies, glucose levels, blood pressure, and more.
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Enter the patient's information below, and the app will provide a prediction and risk assessment based on the data provided.
http://diabetesp.pythonanywhere.com/