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VitaSignal™ LLC

Gemini 3 Hackathon 2026 Submission

Submitted by: Dr. Alexis Collier, DHA, MHA
Hackathon: Google Gemini 3 Hackathon 2026
Deadline: February 9, 2026


🏆 Project Overview

VitaSignal™ LLC is an AI-powered clinical decision support platform that predicts ICU patient deterioration using temporal patterns in electronic health record data — without requiring physiological sensors, lab values, or additional medical devices.

This submission integrates Google Gemini 3 to enhance clinical workflows with natural language understanding and reasoning capabilities.

Core Features

  • EHR-based temporal pattern analysis for ICU mortality prediction
  • Nursing workload optimization using documentation signals
  • SHAP explainability for transparent, bedside-ready AI reasoning
  • 11 U.S. Provisional Patent Applications Filed
  • Validated across international ICU databases (USA & Switzerland)

Gemini 3 Integration

Feature Description
Clinical Notes Analyzer Extracts early warning signs from free-text nurse observations
Explainable Risk Narratives Converts SHAP outputs into plain-language bedside explanations
Intervention Recommender Suggests evidence-based nursing interventions by clinical urgency
Health Equity Analyzer Detects demographic disparities in AI risk predictions

🛡️ Security & Compliance

  • No API keys in client code — all AI calls routed through secure server-side gateway
  • No real patient data — HIPAA-safe synthetic demonstrations only
  • FDA Non-Device CDS compliant under the 21st Century Cures Act
  • HIPAA & SOC 2 Type II current

🔧 Setup

git clone https://github.com/colla00/Gemini-3-Hackathon.git
cd Gemini-3-Hackathon
npm install
npm run dev

Environment Variables (.env):

  • VITE_SUPABASE_URL
  • VITE_SUPABASE_PUBLISHABLE_KEY
  • AI_GATEWAY_KEY — server-side only, never exposed to client

📊 Tech Stack

Category Technology
Frontend React 18, TypeScript, Tailwind CSS
UI shadcn/ui, Radix UI
Backend Supabase Edge Functions (Deno)
AI Google Gemini 3 (secure server-side gateway)
Charts Recharts

📞 Contact

Dr. Alexis Collier, DHA, MHA
Founder & CEO, VitaSignal LLC
🌐 vitasignal.ai | dralexis.ceo
📧 info@vitasignal.ai
NIH AIM-AHEAD CLINAQ Fellow | Adjunct Faculty, University of North Georgia


© 2026 VitaSignal LLC. All rights reserved. Patent Pending — USPTO.
Powered by Google Gemini 3 API

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VitaSignal: AI-Powered Nursing Quality Dashboard - Gemini 3-powered clinical decision support that detects patient deterioration hours earlier using the Intensive Documentation Index, reducing ICU transfers and improving nurse-sensitive outcomes

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