https://github.com/jtb21091/cherry

Cherry; a moonshot program to monitor, read, and predict blood glucose or interstitial fluids from the eyes
https://github.com/jtb21091/cherry

artificial-intelligence bloodglucose deep-learning diabetes diabetes-prediction eye-detection eye-tracking eyes glucose glucose-monitoring glucose-prediction glucose-reading machine-learning neural-network

Last synced: 3 months ago
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Cherry; a moonshot program to monitor, read, and predict blood glucose or interstitial fluids from the eyes

• Host: GitHub
• URL: https://github.com/jtb21091/cherry
• Owner: jtb21091
• License: other
• Created: 2025-02-02T23:17:38.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2025-02-02T23:47:59.000Z (9 months ago)
• Last Synced: 2025-02-27T05:22:44.833Z (8 months ago)
• Topics: artificial-intelligence, bloodglucose, deep-learning, diabetes, diabetes-prediction, eye-detection, eye-tracking, eyes, glucose, glucose-monitoring, glucose-prediction, glucose-reading, machine-learning, neural-network
• Language: Python
• Homepage: https://www.linkedin.com/in/joshuathomasbrooks/
• Size: 5.58 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yaml
  • License: LICENSE.md

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README

          
# Cherry

Cherry; a moonshot program to monitor, read, and predict blood glucose or interstitial fluids from the eyes

Download vscode https://code.visualstudio.com/ or python https://www.python.org/ to run 

Below are the metrics for the best model compared to CGM benchmarks:

| Metric       | Best Model Value | CGM Benchmark |

|--------------|------------------|---------------|

| R²           | 0.49             | 0.94          |

| MSE          | 1038             | 6.2           |

| MAE          | 25               | 2.1           |

| MARD         | 21%              | 10.5%         |

| Sigma Level  | 0.40             | 3.0           |

As you can see, in current state, it is not very accurate or precise

Keep checking releases as I add more data

Be sure to update the release # in the .py code to current release #

![Image](pngfiles/1.png)

![Image](pngfiles/2.png)

![Image](pngfiles/3.png)

Created by Joshua Thomas Brooks jtbrooks210@gmail.com

Any use or modification of this software must list this LICENSE file

Any commercialization of this software is subject to 51% of revenue going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com

Any patent of this software or earily similar software is subject to 51% of patent rights going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com

Feel free to modify, but any commercialization or patent of this software is subject to 51% of revenue going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com

If you want to make a donation feel free to on this site

If you want to contribute somehow; please send an email to me at jtbrooks210@gmail.com

Feel free to use at your leisure

I do not hold any liability for utilizing this software or any modifications of this software

This, as written, does not collect data, unless explicitly stated

This is a moonshot program