EDMHS Technical Demonstration

Where Medicine Meets Human Potential Interactive demo showcasing an integrated AI-engineered clinical platform for chronic pain management, pressure injury detection, traditional Chinese medicine integration, and community health analytics.

Status React License Platform

Overview

This repository contains the complete technical demonstration package for the Empowered Disease Management Health System (EDMHS) — a lean-startup-built clinical platform developed by Dr. Darrell A. Hall, MD, MSCIS in partnership with Empowering For Excellence (EFE).

The demo is a seven-scene interactive React application that walks clinical, technical, and leadership audiences through five interconnected platforms in approximately 18–20 minutes. The repository also includes a production-ready presenter script, a branded homepage for edmhs.us, and a complete Sora 2 prompt package for generating cinematic B-roll.

What’s Inside

File Type Purpose
edmhs_demo_v2.jsx React component Seven-scene interactive demo application
edmhs_presenter_script.docx Word document Teleprompter-ready narration with inline action cues
edmhs_homepage.html HTML Production homepage for edmhs.us
sora_prompts.docx Word document 12 Sora 2 prompts for cinematic B-roll clips
storyboard_v2.docx Word document Original production storyboard reference

The Five Platforms

PMSG — Pain Management Support Group

An eight-week, thirty-two-session curriculum integrating pain neuroscience education, cognitive behavioral therapy, traditional Chinese medicine, Qi Gong, Tai Chi, and anti-inflammatory nutrition. Eighty contact hours. BPI and ODI outcome tracking across five cohort types (lumbar, cervical, neuropathic, post-surgical, fibromyalgia).

NABS — Non-Ambulatory Bathing System

A biomedical device that safely bathes non-ambulatory patients while performing continuous thermal scanning. A CNN pipeline classifies pressure injuries at Stage I — before they become clinically visible. Built on the Knight’s Tour mathematical model for thermal signal propagation across tissue planes.

TCM Meridian Predictor

Injury-to-meridian clinical decision support. Given a pain presentation, the system identifies relevant meridian pathways, recommends evidence-based acupoint protocols with needling depth and technique, herbal supplements with dosing and evidence grades, and condition-specific movement prescriptions.

GeoCode Analytics

Census-tract-level geospatial mapping of substance abuse patterns, treatment outcomes, and relapse risk across Lucas County, Ohio. Integrates wearable telemetry with PMSG attendance data and SAMHSA population health databases.

The Ecosystem

All four platforms feed a closed-loop intelligence system with four data-flow scenarios: Patient Journey, Early Detection Loop, Relapse Surveillance, and Outcome Feedback Cycle. Not four projects — one intelligence system with four interfaces.

Quick Start

View the Interactive Demo

Option A: CodeSandbox (fastest, no setup) 1. Go to codesandbox.io 2. Create a new React sandbox 3. Replace App.js contents with edmhs_demo_v2.jsx 4. Click “Open in new window” to view fullscreen

Option B: Local development

# Clone the repository
git clone https://github.com/dah512/edmhs-technical-demo.git
cd edmhs-technical-demo

# Create a new Vite React project and drop the component in
npm create vite@latest edmhs-demo -- --template react
cd edmhs-demo
npm install

# Replace src/App.jsx with edmhs_demo_v2.jsx
cp ../edmhs_demo_v2.jsx src/App.jsx

# Run the dev server
npm run dev

The demo uses only React hooks — no external libraries required. Google Fonts (JetBrains Mono, Playfair Display) load via CDN on first render.

View the Homepage

Simply open edmhs_homepage.html in any modern browser. It’s a single self-contained file with embedded SVG visualizations and animated thermal displays. No build step required.

Demo Scene Breakdown

Scene Title Duration Key Interaction
1 Introduction 1:30 Title card (hold)
2 PMSG Curriculum 4:00 Click cohort tabs A–E, chart bars
3 Knight’s Tour 3:30 Play / Step through tour animation
4 NABS Platform 4:00 Start Thermal Scan → alerts fire at 30%, 56%, 78%
5 TCM Meridian 3:00 Click each injury type (4 options)
6 Ecosystem 3:00 Click each data-flow scenario (4 options)
7 Closing 1:30 Summary card (hold)
Total 20:30

Producing the Video

Recording Setup

Record the screen demo using QuickTime Player on macOS:

  1. Launch QuickTime → File → New Screen Recording
  2. Click the Options dropdown → select your microphone
  3. Full-screen the demo in your browser (⌃⌘F)
  4. Hit Record, wait 3 seconds of silence, begin narration

Editing Pipeline

The recommended pipeline uses native Apple creative suite tools:

QuickTime Player     → Raw screen recording + voice narration
   ↓
Logic Pro           → Clean audio, add ambient music, master
   ↓
Final Cut Pro       → Timeline assembly, transitions, export
   ↓
Motion              → Title cards, lower-thirds, branded graphics
   ↓
.mp4 output         → 1920×1080, H.264, AAC audio

Alternative free pipeline: OBS Studio → DaVinci Resolve (cross-platform).

Adding Cinematic B-Roll with Sora 2

The sora_prompts.docx document contains 12 carefully engineered prompts for generating cinematic intercut clips. The highest-value clips to generate are:

  • Clip 05 — Knight’s Tour chess-to-tissue morph (the central metaphor)
  • Clip 06 — NABS device concept visualization
  • Clip 12 — Toledo sunset closing shot

Estimated Sora budget: $56 (API-only) to $400 (with ChatGPT Pro + regeneration buffer). The Sora 2 Characters feature on the iOS app can render your actual likeness in scenes after a short one-time video/audio recording.

Technical Architecture

Demo Application

  • Framework: React 18+ with hooks (useState, useEffect, useRef, useCallback)
  • Rendering: Inline SVG with animated pathways and CSS transitions
  • Styling: Inline styles with a unified color token system
  • Fonts: JetBrains Mono (technical), Playfair Display (display), Segoe UI (body)
  • Dependencies: Zero — pure React

Design System

const CORAL = "#DC6B4A";        // PMSG + primary accent
const TEAL  = "#2C5F7C";        // NABS + secondary
const GOLD  = "#E8A838";        // TCM
const GREEN = "#3FB950";        // GeoCode
const DARK  = "#0D1117";        // Background
const BLUE  = "#58A6FF";        // Data accent

Competitive Position

We surveyed every integrated pain management program operating in the United States as of Q1 2026 — Mount Sinai, Cleveland Clinic, VA Whole Health System, UCSD Centers for Integrative Health, People’s Community Clinic (Austin), and dozens of academic centers.

No comparable program exists. Every surveyed program is missing at least three of PMSG’s five pillars. EDMHS is the only platform combining:

  • Structured 32-session group curriculum
  • TCM meridian-to-injury mapping with acupoint protocols
  • CBT and pain neuroscience education
  • Wearable telemetry with geospatial relapse surveillance
  • CNN-based thermal imaging for pressure injury detection

All feeding a single closed-loop intelligence system.

About the Founder

Darrell A. Hall, MD, MSCIS is a board-certified family physician with over fourteen years of clinical practice, a Master’s in Computer Information Systems from Boston University, and Professional Data Scientist certification. His career bridges clinical medicine (Wright State University / Boonshoft School of Medicine, residency at Medical College of Ohio / University of Toledo Medical Center) with deep technical expertise dating to 1985, including nine years in the United States Air Force supporting DARPA internet architecture and DoD wargaming systems.

EDMHS is bootstrapped. Zero venture capital. Built from lived experience with chronic illness, systemic failures in pain management, and an unwavering conviction that innovation does not require permission.

Roadmap

Near-term (Q2 2026) - Deploy edmhs.us homepage to production - Record and publish technical demonstration video - Open IRB-approved clinical pilot for PMSG

Mid-term (Q3–Q4 2026) - NABS Raspberry Pi hardware prototype - GeoCode pilot deployment across Lucas County - Integration with SAMHSA population health databases - FDA 510(k) pre-submission preparation for NABS

Long-term - Multi-site PMSG deployment - Publication of outcome data - National expansion of the integrated platform

Contact

Dr. Darrell A. Hall, MD, MSCIS Empowered Disease Management Health Services, LLC Toledo, Ohio

Website: edmhs.us (pending deployment) In partnership with Empowering For Excellence (EFE)

License

Proprietary. All platform components — PMSG curriculum, NABS device architecture, TCM Meridian Predictor, GeoCode Analytics — are intellectual property of Empowered Disease Management Health Services, LLC. The demonstration code and documentation in this repository are provided for evaluation and technical review purposes only.

For licensing inquiries, clinical pilot partnerships, or investment discussions, please contact Dr. Hall directly.

Acknowledgments

Built over countless extended sessions in collaboration with Claude (Anthropic) — an AI collaborator that helped translate years of clinical insight, computational engineering experience, and lived adversity into working, demonstrable code.

“Where Medicine Meets Human Potential.”