1 passage about one person’s own medical history was taken out of this page. Nothing on this site comes from any individual’s medical record.

The Book of Rare DiseasesAbout the Vermont Synergy InitiativeIs this urgent?
Not sure how serious this is? You do not have to guess. There is a lot of ground between “wait and see” and the emergency room.

Start with a phone call. Your doctor’s office has a triage line and a nurse will talk it through with you. They are genuinely good at this, they do it all day, and it costs nothing.

If it feels more serious than that, go to urgent care. You will usually be seen faster than at a hospital, and the care is good.

If it feels life-threatening, call 911 or go to the emergency room. Do not wait until you are sure.

Non-Profit Healthcare Initiative

Transforming Healthcare Diagnosis Through AI/Human Partnership

In seven minutes, your doctor must diagnose conditions that could indicate one of thousands of diseases. We're changing that—without replacing doctors, but empowering them.

7
Minutes Average
Doctor Visit
95%
Cancer Patients Saw
Doctors Before Diagnosis
36
Hours for AI
Diagnostic Protocol
3+
Years Traditional
Diagnosis Delay
7
Minutes

The Seven-Minute Problem

This is all your doctor has to diagnose conditions that could indicate one of thousands of diseases. The system isn't broken—it was never designed to work.

⏱️

Time Constraint

Doctors have exactly seven minutes to listen, examine, diagnose, treat, and document. Complex conditions simply cannot be addressed properly.

🧩

Fragmented Data

Your medical records are scattered across systems that don't communicate. Specialists see pieces of puzzles, never the whole picture.

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Economic Filter

Those with resources, education, and persistence get diagnosed. Everyone else suffers in silence until conditions become undeniable.

This Almost Killed My Wife

It didn't start with anything dramatic. My wife had a few concerns and asked her mother's cardiologist to check them out. One result came back off, and he shrugged: 'probably dehydration.' Six years later, I found the same report. Buried in the fine print: 'C3G indicated.'

The system didn't fail because doctors are incompetent. It failed because even outstanding specialists are constrained by an impossible system.

Read the full story
2019

First Warning Sign Missed

"C3G indicated" buried in fine print. Dismissed as dehydration.

2019-2022

Three Years of Decline

Kidney function quietly deteriorating. Multiple doctors see pieces. No one connects them.

2022

Finally Diagnosed

MGRS with C3 Glomerulopathy confirmed. Treatment begins years late.

November 2024

Near-Death Crisis

Rhabdomyolysis from drug interaction. Three specialists missed it. CK levels reached 8,000. Emergency intervention.

The Solution: AI/Human Partnership

AI won't replace doctors. But doctors working with AI will be vastly better than doctors working alone.

🤖

What AI Handles

  • Data analysis across all your records
  • Literature search of millions of studies
  • Pattern recognition across symptoms
  • Drug interaction checking
  • Trend analysis over time
  • Differential diagnosis generation
👨‍⚕️

What Doctors Provide

  • Clinical judgment and intuition
  • Patient relationship and trust
  • Physical examination
  • Treatment decisions
  • Ethical reasoning
  • Empathy and communication
⚠️ What AI Would Have Caught
AI PRE-VISIT ANALYSIS

Patient on: Atorvastatin (statin) + Dexamethasone (steroid) + Daratumumab (chemo)

⚠️ HIGH RISK FLAG: Drug Interaction Alert
This combination increases rhabdomyolysis risk 5-8x
Chief complaint (muscle pain) correlates with medication timeline

RECOMMEND: Order STAT CK level before visit. Review statin necessity.

This alert would have saved weeks of suffering and prevented permanent muscle damage.
Explore the Full Solution

Join the Movement

This is a non-profit, crowd-funded initiative. No government delays. No money down the rat hole. Just patients, caregivers, and doctors working together to fix healthcare.