yixiangD/AccurateBG
Patient-specific blood glucose prediction using deep learning, considering the challenges of "small dataset" and "data imbalance"
This project helps clinicians and researchers predict future blood glucose levels for individual patients with type 2 diabetes. It takes existing patient glucose data, even if limited, and generates personalized predictions for their glucose levels up to an hour in advance. This tool is designed for healthcare professionals, diabetes researchers, and data scientists working in endocrinology.
No commits in the last 6 months.
Use this if you need to accurately forecast blood glucose levels for individual type 2 diabetes patients, especially when working with smaller datasets or facing data imbalance challenges.
Not ideal if you are looking for a real-time patient monitoring or management system, as this is a research-focused prediction tool.
Stars
53
Forks
14
Language
Python
License
MIT
Category
Last pushed
Oct 27, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/yixiangD/AccurateBG"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
Aditya-Mankar/Diabetes-Prediction
Predict Diabetes using Machine Learning.
replicahealth/GluPredKit
GluPredKit aims to make blood glucose model training and prediction more accessible.
oladimeji-kazeem/diabetes-detection-using-ai
This repository contains code and resources for detecting diabetes using artificial intelligence...
Dragsters/Nutrihelp
An android application to predict risks of getting Diabetes like major health issues.
ditikrushna/End-to-End-Diabetes-Prediction-Application-Using-Machine-Learning
In this project, the objective is to predict whether the person has Diabetes or not based on...