1/3 🧠⚕️
When clinical AI fails, most physicians ask the wrong question.

Not: “Will malpractice cover me?”
But: “Was I in the room when the choices that caused this failure were made?”

That is the real accountability question.
#AIinMedicine #PhysicianDeveloper #MedTwitter #HealthTech

The Limits of Viability: What Patients Find Before They Find You | Doctors Who Code When families face periviability, they search before they call. What they find shapes everything. Here is why physician-developers have a responsibility to build better.

Shared decision-making. A NICU glossary. Questions for your consultation.
And unlike a 2018 YouTube video — it updates when the evidence does. 🔄
Read the full piece 👇
🔗 www.doctorswhocode.blog/blog/limits-...
#doctorswhocode #PhysicianDeveloper #OpenMFM #MFM #PatientEducation #Periviability 🩺

Augmented Intelligence Is a Physician Problem. That Makes It a Physician-Developer Opportunity. | Doctors Who Code The AMA opened the door. Physicians must decide what to do with it. The survey data is not a comfort. It's a challenge. Here's what physician-developers do next.

Full post + the complete 3-part series 👇
www.doctorswhocode.blog/blog/physici...
#PhysicianDeveloper #ClinicalAI #AugmentedIntelligence #DoctorsWhoCode #HealthTech #MedTwitter

"Being consulted" means showing up after the architecture is already decided.

After the training data is assembled.
After the model is tuned.

That's not a seat at the table. 🪑
That's a seat in the audience.

The seat worth having is the builder's seat. 💻

#PhysicianDeveloper #MedTwitter

From the ICU to the Marathon Course: What AI-Driven Glycemic Control Teaches Us About Athletic Performance | Doctors Who Code A physician-developer explores the powerful parallels between AI-driven glycemic control in the ICU and metabolic management for endurance athletes with Type 2 diabetes, introducing the Performance Gl...

www.doctorswhocode.blog/blog/icu-to-...

#DoctorsWhoCode #DigitalHealth #AIinMedicine #MetabolicHealth #Type2Diabetes #EnduranceTraining #Wearables #HealthTech #PhysicianDeveloper #PGIS

Built as a single HTML file. Zero dependencies. No npm install. No framework.
Just vanilla JS because a bedside tool needs to:
📦 Deploy anywhere (intranet, GitHub Pages, your phone)
⏱️ Load in milliseconds
🔒 Run a decade from now without breaking
Boring tech. On purpose. #MedTech #PhysicianDeveloper

I'm open-sourcing the Performance Glycemic Intelligence System (PGIS)! 🚀 For my fellow #doctorswhocode, this is a call to action. Fork it, adapt it, build on it. Let's champion transparency over black-box tech in medicine.
#opensource #physiciandeveloper #AIinmedicine

AI isn't magic, it's math! 🧠 Andrej Karpathy's micro-GPT shows how the powerful Transformer model can be understood. I break it down for fellow physician-developers on the blog. 💻
#LearnToCode #PhysicianDeveloper #doctorswhocode

Experimentation is vital, but so is efficiency. 💡 While the #OpenClaw journey provided great insights into agentic workflows, I’m returning to streamlined processes that allow more focus on maternal-fetal medicine innovation. 🚀
#AI #PhysicianDeveloper #MFM #CodingLife

Drop your questions below 👇
#PhysicianDeveloper #SelfHostedAI #OpenClaw #MedicalAI #DoctorsWhoCode #AIInHealthcare #ClinicalAI #HealthTech #CloudComputing #PhysicianLeadership

Tired of using clunky medical software designed by people who've never treated a patient? 🤦‍♀️ There's a solution: become the doctor who builds better tools! Our latest post shows you how to start. #DoctorsWhoCode #HealthIT #MedicalApps #PhysicianDeveloper

📢 Learning how to leverage tools like @ClaudeAI, @DescriptApp, & @elevenlabsio is *critical* for staying ahead in this new era of AI-driven search & creation.🔍

#AIContentCreation #PhysicianDeveloper #DoctorsWhoCode