Joshua Liu, MD

Joshua Liu, MD

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Co-founder/CEO, SeamlessMD; digital patient journeys and outcomes

AI Advice Still Needs Doctor Confirmation for New Parents
SocialApr 12, 2026

AI Advice Still Needs Doctor Confirmation for New Parents

A month into fatherhood, I've used every clinical AI tool I have access to: OpenEvidence, DoximityGPT, Gemini - and I'm STILL asking my doctor friends for advice... but WHY? Isn't AI supposed to make physicians obsolete? Let’s not act surprised: of...

By Joshua Liu, MD
Integrations Only When Customers Demand, Not Startup Pitch
SocialApr 7, 2026

Integrations Only When Customers Demand, Not Startup Pitch

Recently more than one person called my Health Tech startup @SeamlessMD the “incumbent”. While we’ve been around 13+ years, it feels strange to call ourselves that - probably because we view the EHR as the incumbent. That said, there are...

By Joshua Liu, MD
AI Medical Tools Need Evidence, Not RCTs, to Trust
SocialApr 3, 2026

AI Medical Tools Need Evidence, Not RCTs, to Trust

How can we trust CDS AI like OpenEvidence, DoximityGPT, etc if no one's done studies showing their use improves patient outcomes? While I understand the intent, I think it's ultimately a misguided question. Anytime a new medical textbook comes out, should...

By Joshua Liu, MD
Health Systems Split: Epic AI vs Third‑Party Solutions
SocialApr 1, 2026

Health Systems Split: Epic AI vs Third‑Party Solutions

Every health system on Epic is facing the same question: trust Epic’s Patient AI or go 3rd Party? Sutter and Hartford just chose opposite answers. My 4 thoughts: The news this week: → Sutter Health was the 1st health system to go-live...

By Joshua Liu, MD
Hard-to-Measure ROI Stifles Life‑Saving Healthcare Innovation
SocialMar 28, 2026

Hard-to-Measure ROI Stifles Life‑Saving Healthcare Innovation

I've seen hospital CEOs cancel innovations that reduced readmissions and ED visits. The outcomes were incredible - but the financial ROI was too hard to prove. And since "ROI is needed to justify everything right now in healthcare" many great innovations...

By Joshua Liu, MD
AI Delivers Rapid, Clear Interpretation of Newborn Test Results
SocialMar 28, 2026

AI Delivers Rapid, Clear Interpretation of Newborn Test Results

My son was 11 days old and his blood test came back "abnormal". In the past, I would've spent six hours sick with worry waiting to hear from his doctor. Instead, AI got me the answer first - and explained...

By Joshua Liu, MD
Clinician Endorsement Drives Patient Adoption of Digital Health
SocialMar 23, 2026

Clinician Endorsement Drives Patient Adoption of Digital Health

I found a Digital Health tool in our patient portal early in my wife's pregnancy. Even though I knew what it was, even though I literally build Digital Health tools for a living - we did NOT use it. Why? Because...

By Joshua Liu, MD
OpenEvidence Turns Societies Into Evidence Creators, Securing AI CDS Moat
SocialMar 22, 2026

OpenEvidence Turns Societies Into Evidence Creators, Securing AI CDS Moat

OpenEvidence started as the place clinicians go to find clinical evidence. Now they're becoming the place medical societies go to CREATE it - that's a whole new moat for winning the AI CDS market. My 5 thoughts... First, the gist of...

By Joshua Liu, MD
Diverse Nursing Approaches Enrich Patient Experience
SocialMar 20, 2026

Diverse Nursing Approaches Enrich Patient Experience

I've been a dad for five days - and somehow, it's already made me question what I thought about AI and the patient experience. Lemme explain… We had an incredible experience in the hospital. Not because of any Tech… but because...

By Joshua Liu, MD
Grant-Funded Pilots Die without Upfront Purchase Commitment
SocialMar 7, 2026

Grant-Funded Pilots Die without Upfront Purchase Commitment

A health system once celebrated our Health Tech partnership’s amazing results, and then walked away - all because of the most dangerous word in innovation: “grant-funded.” I've watched more grant-funded pilots quietly die than I care to count. The problem? A...

By Joshua Liu, MD
Don't Bet on One AI Vendor: Claude Beats ChatGPT, Gemini
SocialMar 6, 2026

Don't Bet on One AI Vendor: Claude Beats ChatGPT, Gemini

The AI tool I called “best in class” just got dethroned - in three months. So when health systems go all-in on one AI vendor, is that a BIG mistake? I was loyal to ChatGPT. Then I became Gemini-pilled. Recently my...

By Joshua Liu, MD
Human Trust Beats AI in Patient Engagement
SocialMar 2, 2026

Human Trust Beats AI in Patient Engagement

I keep seeing AI-pilled people arguing that AI agents will magically solve patient engagement - but it won’t. If it were that easy, non-Tech solutions would’ve solved it already. At @SeamlessMD, I’ve spent the last 13+ years working with health systems...

By Joshua Liu, MD
AI Health Alerts Force Companies to Choose Duty over Silence
SocialFeb 22, 2026

AI Health Alerts Force Companies to Choose Duty over Silence

In 2026, software doesn’t just store health data - AI allows it to see medical risk before anyone else. When consumers use AI for their health, we are increasingly faced with the dilemma of whether AI companies have a duty...

By Joshua Liu, MD
Clinician Startups Fail Because Product, Not Sales, Misses Market
SocialFeb 22, 2026

Clinician Startups Fail Because Product, Not Sales, Misses Market

When Clinician Entrepreneurs can’t get adoption, the Number 1 mistake is to think: “It’s not a product problem, it’s a sales problem.” Sorry but 99% of the time it IS a product problem. I’ve seen it over qnd over again from...

By Joshua Liu, MD