Can wearables warn us when we're getting sick? A community citsci project – open source & open data!
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Updated
Nov 22, 2024 - Python
Can wearables warn us when we're getting sick? A community citsci project – open source & open data!
Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Hermes
Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor ready
Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready
Local-first AI health assistant using wearable metrics, anomaly detection, and an Ollama LLM backend.
71 位使用者、2.7 年 Garmin 穿戴資料的多變量分析專案:清理→EDA→PCA/聚類/ANOVA/迴歸→因子分析,含互動式報告與資料保護設計
Wearable-based endurance performance case study using Garmin data and 29 official FIDAL races.
An Analysis on Depression using Actigraphy data
MCP server + 3D map for the Pentagon's declassified UAP/UFO files — for Claude, Cursor & ChatGPT
Local-first persistent memory layer for AI agents. SQLite-backed, MCP-compatible, cross-agent. Privacy: secret-blocking writes, file-only storage.
Native MCP stdio bridge for Delx Protocol
Personal website of Soha Niroumandi — PhD candidate at USC specializing in AI and biomechanics.
Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, actionable fixes. Local-first, zero credentials needed.
LSTM neural network for predicting health metrics from wearable sensor data. Full ML pipeline with data preprocessing, model training, and performance evaluation in R and Python.
The AI-Powered Health Monitoring System is designed to monitor users' health in real-time by leveraging data from wearable devices such as smartwatches and fitness trackers.
Privacy-first Garmin wearable analytics: JSON/FIT ingestion, quality-aware EDA, SQL, feature engineering, and time-aware sleep-stress modeling.
Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready
Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized answer across whatever connectors you have installed.
AI-powered wearable health check-in agent for Galaxy Fit / Samsung Health data. Uses Health Connect + Life Dashboard Companion to send health metrics into a Google Apps Script webhook, analyzes steps, sleep, heart rate, blood oxygen, and activity with the OpenAI API, then sends casual wellness check-ins to Telegram with optional bot support.
End-to-end ML pipeline for wearable stress detection using HRV and sleep data, featuring multimodal feature engineering, outlier detection, SMOTE balancing, ensemble learning, cross-validation, and predictive analytics.
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