Diabetes Glucose Prediction ML Frameworks

ML applications for predicting diabetes risk and blood glucose levels in patients. Includes early detection systems, personalized glucose forecasting, and diabetes risk stratification. Does NOT include general health prediction, obesity/nutrition prediction, or other disease prediction systems.

There are 125 diabetes glucose prediction frameworks tracked. The highest-rated is replicahealth/GluPredKit at 42/100 with 31 stars.

Get all 125 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	replicahealth/GluPredKit GluPredKit aims to make blood glucose model training and prediction more accessible.	42	Emerging	31	Python
2	Aditya-Mankar/Diabetes-Prediction Predict Diabetes using Machine Learning.	42	Emerging	164	Jupyter Notebook
3	oladimeji-kazeem/diabetes-detection-using-ai This repository contains code and resources for detecting diabetes using...	36	Emerging	4	TypeScript
4	yixiangD/AccurateBG Patient-specific blood glucose prediction using deep learning, considering...	35	Emerging	53	Python
5	Dragsters/Nutrihelp An android application to predict risks of getting Diabetes like major health issues.	35	Emerging	20	Jupyter Notebook
6	OHDSI/DeepPatientLevelPrediction An R package for performing patient level prediction using deep learning in...	34	Emerging	14	R
7	ditikrushna/End-to-End-Diabetes-Prediction-Application-Using-Machine-Learning In this project, the objective is to predict whether the person has Diabetes...	34	Emerging	187	HTML
8	MrKhan0747/Diabetes-Prediction Machine learning approach to detect whether patien has the diabetes or not....	32	Emerging	112	Jupyter Notebook
9	IVerse-VDV/diabetes-prediction-deep-learning A web app that predicts diabetes using a deep learning model. Built with...	30	Emerging	2	Jupyter Notebook
10	UznetDev/Diabetes-Prediction Diabetes Prediction with AI & Machine Learning model and visualisation with...	30	Emerging	8	Jupyter Notebook
11	nileshparab42/Diabetes-Detection A diabetes detection machine learning project involves using data and...	30	Emerging	19	Jupyter Notebook
12	aryashah2k/Prediction-Of-PCOS-Using-Optimized-ML-Classifiers Official Code Files For My Research Paper Presented at 3rd International...	29	Experimental	22	Jupyter Notebook
13	Green-AI-Hub-Mittelstand/Training-and-Prediction-Toolbox-for-3D-Printable-Orthopedic-Insoles A software stack to collect pedobarographic and user data to train a custom...	28	Experimental	11	Jupyter Notebook
14	nano-bot01/Diabetes-Prediction-System Diabetes Prediction System using support vector classifier and its...	26	Experimental	8	Jupyter Notebook
15	Sabyasachi-Seal/DiabetesPredictor A Diabetes Predicting Web App.	26	Experimental	11	Jupyter Notebook
16	IrinaStatsLab/GlucoBench The official implementation of the paper "GlucoBench: Curated List of...	26	Experimental	31	Jupyter Notebook
17	SuperDataScience-Community-Projects/SDS-CP011-predicting-diabetes Analyzing factors effecting diabetes and predicting at risk patients using...	25	Experimental	3	Jupyter Notebook
18	GxAniket/diabetes-prediction-app A Flask web app that predicts the risk of diabetes based on user input using...	25	Experimental	—	HTML
19	amangupta143/Diabetes-Prediction-System This repository contains code for building a K-Nearest Neighbors (KNN) model...	25	Experimental	2	HTML
20	NithinU2802/Diabetes_parkinson-Disease-Prediction Final Year Project to train the model for Diabetes and Parkinson Prediction...	24	Experimental	16	Jupyter Notebook
21	Rishabh1925/diabetes-prediction-matlab A MATLAB-based GUI tool that predicts diabetes risk using machine learning...	24	Experimental	9	MATLAB
22	Abhinandan-Khurana/Daijobu This is a basic machine learning and deep learning based Diabetes prediction app.	24	Experimental	2	HTML
23	tarekmasryo/pima-diabetes-pipeline End-to-end diabetes risk prediction pipeline (Pima): EDA → feature...	23	Experimental	8	Jupyter Notebook
24	ziqinyeow/ingbetic Ingredient to Sugar Level Estimation (from training in Python to edge...	23	Experimental	6	TypeScript
25	Rishabh1925/intel-diabetes-predictor Machine learning diabetes risk predictor using KNN classifier. Built as part...	23	Experimental	8	Jupyter Notebook
26	Nandha1504/Calories-Burnt-Prediction 🏃♂️ Predict calories burnt with a machine learning model that analyzes...	23	Experimental	1	Python
27	jega1312/glucopredictor A Web-Based Diabetes Risk Assessment and Data Entry System with Rule &...	23	Experimental	1	PHP
28	Parisaroozgarian/Diabetes-Prediction-Platform A comprehensive machine learning web application for diabetes prediction,...	23	Experimental	1	JavaScript
29	Derio001/Chad-malnutrition-prediction ML pipeline predicting child malnutrition risk in Chad using DHS 2014...	23	Experimental	1	Jupyter Notebook
30	KOSASIH/artificial-pancreas An open-source software platform for managing diabetes using a closed-loop...	22	Experimental	7	JavaScript
31	Douha-MAJRI/obesity-diagnosis-ml End-to-end ML pipeline for obesity classification (7 classes) · Random...	22	Experimental	—	Jupyter Notebook
32	CH-RAFAY/Diabetes-Prediction-ML Machine learning project that predicts diabetes using patient medical data...	22	Experimental	—	Jupyter Notebook
33	PratikKalsariya/Machine-Learning_Diabetes-Challenge Machine learning project predicting diabetes using Pima Indians dataset —...	22	Experimental	—	Jupyter Notebook
34	akanshu11121/Diabetes-Detection-using-Neural-Network Diabetes Mellitus (DM), commonly known as diabetes, is a group of metabolic...	22	Experimental	15	Jupyter Notebook
35	LORD-BASALI-69/SVM-Diabetes-Prediction Predict diabetes risk using a Support Vector Machine model. Achieve high...	22	Experimental	—	Jupyter Notebook
36	erikdeluca/Blood-Donors Analyses, predictive models, and a monitoring dashboard to forecast future...	21	Experimental	—	Jupyter Notebook
37	CatalystsReachOut/Diabetes-Prediction-Using-SVM In this case, we train our model with several medical informations such as...	20	Experimental	8	Jupyter Notebook
38	NhanPhamThanh-IT/SVM-Diabetes-Prediction 🩺 Machine Learning diabetes prediction model using Support Vector Machine...	20	Experimental	15	Jupyter Notebook
39	Anamicca23/Muli-Class-Obesity-Risk-Level-Prediction-Project-using-ML Advancing Healthcare with 91% Accurate Prediction of Obesity Risk Levels...	20	Experimental	8	Jupyter Notebook
40	boradesanket13/Diabetes-prediction-webapp This diabetes prediction webapp. In this project, a Kaggle database is used...	20	Experimental	5	HTML
41	Nullkernel/Diabetes-Prediction-ML A full-stack demo that predicts diabetes from the Pima Indians Diabetes...	20	Experimental	1	JavaScript
42	minhAI2045/Build-model-predicting-diabetes Deep Learning; Machine Learning ; Sklearn ; Seaborn ;Matplotlib; Pycharm	19	Experimental	7	Jupyter Notebook
43	mohd-awn/diabetes-prediction End-to-end machine learning project for diabetes prediction (88% accuracy)	19	Experimental	—	Jupyter Notebook
44	Jackoviic/Diabetes-Progression-Prediction Diabetes progression prediction using Multiple Linear Regression in NumPy 🧮...	19	Experimental	—	JavaScript
45	souvikrana17/Predicting-Calorie-Expenditure A machine learning project to predict calorie expenditure using feature...	19	Experimental	5	Jupyter Notebook
46	curiousily/Logistic-Regression-with-TensorFlow-js Predict diabetes disease using a Logistic Regression with TensorFlow.js	19	Experimental	9	JavaScript
47	andreimargeloiu/WPFS Weight Predictor Networks with Sparse Feature Selection for Small Size...	19	Experimental	20	Python
48	BubbleeTea/Diabetes-Prediction Final year major project. AI based Diabetes prediction model using ML...	19	Experimental	7	Jupyter Notebook
49	eboekenh/Diabetes_Prediction_ML_CART Diabetes onset prediction using CART decision tree — healthcare ML with...	18	Experimental	5	Python
50	sandibaeva52/Early-stage-diabetes-risk-prediction-analysis This dataset contains the sign and symptom data of newly diabetic or...	18	Experimental	7	Jupyter Notebook
51	amankumar11/Diadictor Predict your chances of having diabetes just by entering some information	18	Experimental	3	HTML
52	CodeByPinar/Diabetes_Health_Prediction_and_Analysis A comprehensive project to predict and analyze diabetes health data using...	18	Experimental	11	Jupyter Notebook
53	SaiJeevanPuchakayala/Diabetes-Risk-Calculator This is an End-to-End Data Science project which can predict whether a...	17	Experimental	5	HTML
54	ChanMeng666/bodyfat-estimation-mlp 【This repo runs on caffeine and stars - fuel us up! ⭐️】A deep learning...	17	Experimental	—	Jupyter Notebook
55	PhamNguyenDev3/diabetes-diagnosis-advice Website chuẩn đoán bệnh tiểu đường	17	Experimental	5	Jupyter Notebook
56	shubham5027/Diabetes-Prediction-webapp-using-Machine-Learning A Diabetes Prediction web app using machine learning is an application that...	17	Experimental	5	Jupyter Notebook
57	PialGhosh2233/Diabetes_prediction_using_ml Machine learning project aimed at predicting diabetes using patient health data	16	Experimental	3	Jupyter Notebook
58	Gagniuc/Diabetes-prediction-1.0 Diabetes prediction V1.0 uses the Markov Chains method. First, this VB6...	16	Experimental	25	Visual Basic 6.0
59	Pavansomisetty21/Diabetes-prediction-using-DNNClassifier we predict diabetes using DNNClassifier	16	Experimental	3	Jupyter Notebook
60	asma-hachaichi/Prediction-of-Obesity-Risk This notebook presents a concise analysis for predicting obesity risk using...	16	Experimental	3	Python
61	haroldeustaquio/Pima-Diabetes-Prediction This project implements a complete machine learning pipeline to predict...	15	Experimental	8	Jupyter Notebook
62	GazaliAhmad/diabetes-ml-faceoff Math vs. Logic: A Machine Learning faceoff comparing Polynomial Logistic...	15	Experimental	—	Jupyter Notebook
63	gauravnikam777-vision/diabetes-prediction-app Live Streamlit app predicting diabetes risk using XGBoost — deployed on...	15	Experimental	1	Python
64	AnmolPatel20/Decision-Tree-Implementation Decision Tree projects covering Classification (Iris) and Regression...	15	Experimental	1	Jupyter Notebook
65	leithchqoubi123-cpu/AI-for-Diabetes Moteur prédictif de risque du diabète de type 2 et outil d'aide à la...	15	Experimental	1	Jupyter Notebook
66	colinzyang/DiabetesPredictor Machine learning product for Diabetes prediction utilizing the BRFSS 2015...	15	Experimental	—	R
67	amcatia/diabetes-detection Machine learning project for diabetes prediction	15	Experimental	—	HTML
68	apoorvrajdev/diabetes-risk-prediction-ai Machine learning based diabetes risk prediction system with an interactive...	15	Experimental	1	Jupyter Notebook
69	anujpratap12/Diabetic-Treatment-Planner Machine learning based diabetes risk prediction and treatment planner built...	15	Experimental	1	Python
70	yadvi12/Diabetx A diabetes prediction webapp	14	Experimental	1	HTML
71	JAGGU-528/Diabetes-Prediction End-to-end ML deployment — Diabetes prediction web app built with Flask,...	14	Experimental	—	Jupyter Notebook
72	NgaVan22/diabetes-prediction-svm Data Mining project using SVM to predict diabetes	14	Experimental	—	Jupyter Notebook
73	sucharitha1812/obesity-classification-ml Obesity level classification using SVM, Decision Tree, and Random Forest...	14	Experimental	—	Jupyter Notebook
74	shivamburkul/diabetes-risk-system A full-stack diabetes risk prediction system using ML and lifestyle analysis.	14	Experimental	—	JavaScript
75	Adi-mn/BloodBankManagementSystem A Blood Bank Management System that uses machine learning to predict blood...	14	Experimental	—	JavaScript
76	YifanHe0126/diabetes-multiclass-prediction Multi-class diabetes prediction and model evaluation on imbalanced health data	14	Experimental	—	—
77	kubaamarczak/diabetes-prediction-system Diabetes prediction system using Logistic Regression, Decision Tree and...	14	Experimental	—	Jupyter Notebook
78	g-cer/explainable-glucose-forecasting Reproducible ML pipeline for short-term blood glucose prediction in Type 1 Diabetes.	14	Experimental	—	Jupyter Notebook
79	mfh-001/Diabetes-Classification-PCA End-to-end ML diagnostic pipeline on 768 clinical records. Logistic...	14	Experimental	—	Jupyter Notebook
80	nurulainifauziah99/Algoritma-KNN-mendeteksi-Penyakit-Diabetes Menggunakan 5 variabel berkorelasi tinggi terhadap label target sehingga...	14	Experimental	—	Jupyter Notebook
81	Kashyap-Ladva/Diabetes-Prediction-app End-to-end Diabetes risk prediction app using Python , Scikit-Learn & Streamlit	14	Experimental	—	Python
82	Elikatee/diabetes-indicators-ml-and-cnn 🥦 Analyze diabetes risk with machine learning and classify vegetable images...	14	Experimental	—	Jupyter Notebook
83	dwninii/diabetes_risk_prediction_in_women This study aims to explore the impact of incorporating multiple predictors...	14	Experimental	—	Jupyter Notebook
84	bhava5526/Early-Diabetes-Detection 🔍 Predict diabetes early using machine learning techniques on a dataset of...	14	Experimental	—	Jupyter Notebook
85	Shwetatiwari05/Machine-Learning-Projects This project focuses on building a machine learning classification model to...	14	Experimental	—	Jupyter Notebook
86	wilcojas/diabetes-indicators-ml-and-cnn 🥦 Analyze diabetes risk using machine learning and classify vegetable images...	14	Experimental	—	Jupyter Notebook
87	Vanshika110/ML-clinical-data-pipeline End-to-end ML data pipeline for diabetes prediction: ingestion,...	14	Experimental	—	Jupyter Notebook
88	Cincere19/kaggle-diabetes-competition 🩺 Predict diabetes risk using an end-to-end machine learning pipeline,...	14	Experimental	—	Python
89	emirhanai/AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin I developed Machine Learning Software with multiple models that predict and...	14	Experimental	10	Python
90	Gohan-debugK/Diabetes-Prediction-System 🩸 Predict diabetes risk using this intuitive system, helping individuals...	14	Experimental	—	Jupyter Notebook
91	MuhammadUmerMehmood/Forecasting-Glucose-Levels-in-Type-1-Diabetes-Using-Time-Series-Approaches- Forecasting-Glucose-Levels-in-Type-1-Diabetes-Using-Time-Series-Approaches-	14	Experimental	—	Jupyter Notebook
92	muqadasejaz/Diabetes-Prediction-System The Diabetes Prediction System is a machine learning-powered tool designed...	14	Experimental	3	Jupyter Notebook
93	pablo-reyes8/neuralnet-diabetes-prediction This repository delivers a concise end-to-end pipeline for predicting...	14	Experimental	3	Jupyter Notebook
94	chethanhn29/Diabetes-Prediction-Using-Machine-Learning Data Science Capstone Project To Build a model to accurately predict...	14	Experimental	9	Jupyter Notebook
95	salarMokhtariL/Diabetes-Prediction Diabetes prediction is the use of data and algorithms to determine the...	14	Experimental	1	Jupyter Notebook
96	Rajveer189765/diabetes-risk-prediction machine learning model for diabetes risk prediction using ensemble learning	14	Experimental	—	Jupyter Notebook
97	Osagani31/Diabetic_Prediction_System a Diabetes Prediction System using Machine Learning to identify whether a...	14	Experimental	3	Jupyter Notebook
98	shervinnd/Blood-Donor-Availability-Predictor A deep learning model to predict blood donor availability using TensorFlow...	14	Experimental	4	Jupyter Notebook
99	drujensen/diabetes Crystal SHAINet example using Pima Indians dataset for Diabetes	13	Experimental	6	Crystal
100	Tanwar-12/BLOOD-DONATION-PREDICTION- Blood donation prediction involves developing a model to predict whether an...	13	Experimental	6	Jupyter Notebook
101	chinni-d/diabetes_predictor Diabetes prediction system using ensemble machine learning techniques for...	12	Experimental	1	TypeScript
102	gou-rab/Diabetes_Detection 🩺 AI-powered Diabetes Detection System using Random Forest Classifier, Flask...	11	Experimental	—	HTML
103	GraysonWills/kaggle-ps-s4e2-obesity-risk-multi-class Kaggle competition: PS S4E2 Obesity Risk Multi Class	11	Experimental	—	—
104	AYESHAASS/DIABETES-ML-MODEL-COMPARISON A modular machine learning pipeline comparing 6 classifiers for diabetes...	11	Experimental	—	Python
105	Swish78/Diabeto-Predictor Diabetes Predictor	11	Experimental	—	JavaScript
106	Shankhadweep/Diabetes-Prediction-SystemV2 This project demonstrates a machine learning solution for predicting...	11	Experimental	—	Jupyter Notebook
107	thekripaverse/Diabetes-Risk-Prediction-using-Decision-Tree A machine learning implementation that utilizes a Decision Tree Classifier...	11	Experimental	—	Jupyter Notebook
108	FarshidKeivanian/Intelligent-feature-subset-selection-for-body-fat-prediction-using-Fuzzy-GA-MLP-model FBGA-MLP model (hybrid machine learning model)	11	Experimental	2	MATLAB
109	22761A54C6/Diabetes-predictor-app Diabetes-app for predtion, reason for predition and analytics	11	Experimental	—	HTML
110	BlazeStorm001/bg-pred Blood Glucose Forecasting using LSTM using Real Type 1 Diabetic Patient Data.	11	Experimental	2	Jupyter Notebook
111	AbdoAarab/Diabetes-Ai-Test Predict whether a person has diabetes or not using Machine Learning	11	Experimental	—	Jupyter Notebook
112	AYESHAASS/Diabetes-Prediction-BiLSTM BiLSTM-based diabetes prediction system with preprocessing, training...	11	Experimental	—	Jupyter Notebook
113	GraysonWills/kaggle-diabetes-dataset-pima Kaggle dataset: Diabetes Dataset Pima	11	Experimental	—	—
114	sreelekhakummetha/diabetes-prediction "Flask web app for diabetes prediction using ML"	11	Experimental	—	HTML
115	aarogyaojha/diabetes-prediction Diabetes prediction system using the Pima Indians Diabetes Dataset,...	11	Experimental	—	Jupyter Notebook
116	PratikKardam/Diabetes-Prediction A full-stack machine learning project that predicts whether a person is...	11	Experimental	—	JavaScript
117	DiaMate-Organization/diamate-be Backend API for the Diamate project, an early detection application for...	11	Experimental	—	TypeScript
118	Chihuah/vertex-diabetes-nextjs 結合 Google Vertex AI 與 Next.js 的糖尿病風險預測 Web App。用戶輸入生理數據即可即時獲得 AI...	11	Experimental	—	TypeScript
119	Hafeez-UrRehman/Diabeties-Prediction This project focuses on predicting the likelihood of diabetes in individuals...	10	Experimental	1	Jupyter Notebook
120	omarnahdi/Diabetes-Prediction 🚀 Dive into the future of healthcare with my Diabetes Prediction ML Project!...	10	Experimental	1	Jupyter Notebook
121	SuperDataScience-Community-Projects/SDS-CP035-gluco-track GlucoTrack is a machine learning and deep learning project focused on...	10	Experimental	—	Jupyter Notebook
122	dananjayaabeytd/Diabetes-prediction-app A machine learning project that predicts the likelihood of diabetes based on...	10	Experimental	—	Jupyter Notebook
123	wmouton/diabetes-detection-ai-ml-project This is an Artificial Intelligence Web Application built with Python,...	10	Experimental	1	Python
124	Sandbergo/online-diabetes-predictor :hospital: Predicting the possibility of diabetes from physiological data	10	Experimental	1	JavaScript
125	Nitesh-thapliyal/Diabetes-Predictor-App Flutter App for diabetes prediction using Deep learning model as a backend.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Diabetes-Prediction and Diabetes-Detection (42 vs 30) Diabetes-Prediction and DiabetesPredictor (42 vs 26) Diabetes-Prediction and diabetes-prediction-app (42 vs 25) Diabetes-Prediction and Diabetes-Detection (32 vs 30) Diabetes-Prediction and diabetes-prediction-deep-learning (30 vs 30) diabetes-prediction-deep-learning and diabetes-prediction-app (30 vs 25)