Blood glucose prediction using long short-term memory recurrent neural networks.
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Dec 21, 2024 - Python
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blood-glucose
Here are 34 public repositories matching this topic...
Source code for predicting Blood Glucose Concentration
genetic-algorithm lstm gru rnn time-series-analysis arima-model blood-glucose glucose-prediction diabetes-patients prediction-models continuous-glucose-monitor
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Jun 1, 2023 - Jupyter Notebook
A tool for bulk download, formatting and SQL DB storage of exercise, training, nutrition, wellness and health data from various trackers.
docker flask garmin stress postgresql apache pandas python3 eeg muse fit mechanize sleep nutrition myfitnesspal blood-glucose excersize freestyle-libre mind-monitor
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Mar 4, 2023 - Python
A Blood Glucose data visualization tool.
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Jul 22, 2022 - Python
Extraction of photoplethysmogram (PPG) signal from camera recording and assessment of PPG signal quality. Intended for the use in a non-invasive biomedical monitoring system.
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May 31, 2022 - Jupyter Notebook
Responsive Home Assistant Lovelace card for CGM data from Dexcom, Nightscout, LibreView, LibreLink, and CareLink, with automatic source and trend detection.
javascript diabetes cgm homeassistant nightscout hacs glucose dexcom lovelace blood-glucose lovelace-card carelink continuous-glucose-monitoring librelink libreview
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Sep 15, 2026 - JavaScript
Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.org/abs/2009.09051
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Feb 5, 2021 - Python
Causal modelling with FitBit and Gluroo data for blood-glucose time-series evolution
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Jan 7, 2026 - Jupyter Notebook
A personal BG display + alert system using the Nightscout API (Dexcom G7 via Nightscout).
iot c-plus-plus arduino microcontroller esp32 platformio embedded-systems nightscout tft-display blood-glucose type-1-diabetes hardware-project
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Jan 25, 2026 - C++
Snakemake pipeline for graph generation of blood glucose measurements over time
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Nov 8, 2019 - R
Bilingual AI diabetes companion for Pakistan with desi meal plans, clinical triage, and Urdu/English health chat.
python hackathon sqlite postgresql healthcare diabetes nutrition meal-planner blood-glucose rag groq digital-health streamlit supabase generative-ai clinical-triage
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Feb 23, 2026 - Python
780 CGM monitor web plateform
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Jul 9, 2026 - Rust
Real-time blood glucose level prediction system with machine learning and clinical validation.
python flask machine-learning time-series regression prediction healthcare diabetes blood-glucose fastapi medical-ai clinical-validation
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Apr 15, 2025 - Python
Experimental iOS and Apple Watch app for real-time Nightscout glucose monitoring - Developer mode only
swift ios watchos health apple-watch diabetes cgm glucose-monitoring nightscout swiftui blood-glucose diabetes-management type1-diabetes
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Oct 27, 2025 - Swift
桌面血糖鐘 · Cross-platform desktop blood glucose widget for Nightscout — macOS / Windows · 繁中 / 简中 / English / 日本語
electron windows macos healthcare diabetes desktop-widget cgm nightscout blood-glucose t1d type-1-diabetes
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May 16, 2026 - HTML
Self-hosted, end-to-end-encrypted blood-glucose & personal-record diary — log from any browser, your mail server sees only ciphertext. IMAP IDLE → CSV → charts → web dashboard.
python privacy csv imap gmail quantified-self self-hosted diabetes matplotlib termux health-data end-to-end-encryption blood-glucose end-to-end-encrypted glucose-tracker
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Sep 6, 2026 - Python
Workout generator and blood glucose management system for runners with diabetes. Generates structured training plans, learns BG response patterns from completed runs, and adapts fueling guidance automatically.
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Sep 13, 2026 - TypeScript
Sync iCan / Sibionics CGM exports into Apple Health via an iOS Shortcut. Stateless, dependency-free, deploy your own in one click.
self-hosted diabetes healthkit cgm apple-health blood-glucose ios-shortcuts xls-parser sibionics ican-cgm
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Sep 3, 2026 - Python
calculate bg-value based on the bg-curve
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Nov 22, 2022 - Python
🩸 Monitor glucose levels effortlessly with SugarWatch, the Apple Watch client for Type 1 diabetes management, designed for iOS and watchOS.
swift ios watchos health apple-watch diabetes cgm glucose-monitoring nightscout swiftui blood-glucose diabetes-management type1-diabetes
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Nov 14, 2025
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