Building is not just innovation. It is reclaimed responsibility.
#DoctorsWhoCode #OpenMFM #AugmentedIntelligence #PhysicianLeadership

Medicine demands more than outsourced trust.
#ClinicalAI #MedicalEthics #DigitalHealth #DoctorsWhoCode

AI should help people think, create, and solve real problems.
Sora's social feed seemed designed for the opposite: cheap virality, aesthetic spam, and content that rewards moral laziness. That is not a product roadmap. That is a race to the bottom.
Build better. Bury the slop.
#DoctorsWhoCode

Newborns who skip the vitamin K shot are 81 times more likely to develop severe bleeding. Idaho pediatricians reported 8 deaths from vitamin K deficiency bleeding in just 13 months. These are not theoretical risks.These are preventable tragedies happening right now. #PatientEducation #DoctorsWhoCode

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 🩺

This isn't a criticism of patients.
It's a description of the information environment they live in.
#periviability #MFM #doctorswhocode

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

The AMA Is Right About Augmented Intelligence — They're Wrong About Who Should Build It | Doctors Who Code The AMA's 2026 survey shows 81% of physicians now use AI in practice. But read the fine print. Physicians want a seat at the table. The best way to earn that seat is to be the person who wrote the cod...

Full piece here 👇
www.doctorswhocode.blog/blog/ama-aug...

#DoctorsWhoCode #AugmentedIntelligence #HealthTech

You can't interrogate a system you didn't build and have never opened. 🔍 The next decade of medicine won't be defined by how many physicians USE AI. 🤖

It will be defined by how many physicians helped DESIGN it. 🏗️

#MFM #OpenMFM #DoctorsWhoCode

I built FGRManager — a clinical decision support tool for fetal growth restriction — not by petitioning a vendor.

By opening a code editor. 🖥️

No vendor builds a tool the way a physician who has run that differential at midnight builds it.

#MFM #OpenMFM #DoctorsWhoCode

The AMA just reported that 81% of physicians now use AI in practice — up from 38% in 2023.

85% want to be consulted on AI adoption decisions.

I agree. And I think we're still asking for the wrong thing.

#HealthcareAI #DoctorsWhoCode

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

How I Built FGRManager: A Physician-Developer’s Blueprint for Turning Clinical Protocols into Bedside Tools By Chukwuma Onyeije, MD, FACOG | Maternal-Fetal Medicine Specialist & Founder, lightslategray-turtle-256743.hostingersite.com Atlanta Perinatal Associates S

📖 www.doctorswhocode.blog/blog/how-i-b...

What protocol in your specialty is still living in a PDF? 👇

#doctorswhocode #ClinicalDecisionSupport #MaternalFetalMedicine

It was a Tuesday evening consult. 31 weeks. Small for gestational age. Elevated umbilical artery resistance. A worried family in the room.

The question: when do we deliver?

The answer was buried in a PDF.

So I built something better. 👇

#doctorswhocode #MFM #FetalGrowthRestriction

Built by a physician for the athlete-patient. 🩺 Dr. Onyeije's PGIS is a testament to the power of building your own health solutions. #DoctorsWhoCode #PatientInnovation #DiabetesManagement #Inspiration

Living with Type 2 Diabetes? The PGIS project is for you. It's a privacy-first framework to help you reclaim agency over your health, turning data into a dialogue with your doctor. Your health data stays YOURS. 🔒💪
#patientempowerment #T2D #dataownership #doctorswhocode

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

Introducing PGIS! A personal algorithm that fuses metabolic, cardiac, and recovery data (think CGM, HRV, sleep) into a simple, daily training readiness score. It's not an app; it's a framework for data-driven decisions. 📊🏃‍♂️
#PGIS #opendata #healthtech #doctorswhocode

GitHub - chukwumaonyeije/pgis-manus-skill: 🩺 Open-source decision-support framework for optimizing endurance training while managing Type 2 diabetes. Integrates CGM, HRV, sleep & training load into a ... 🩺 Open-source decision-support framework for optimizing endurance training while managing Type 2 diabetes. Integrates CGM, HRV, sleep & training load into a GREEN/YELLOW/RED daily readiness mod...

My journey from patient data to open source is now live on the #github 🩺💻
#doctorswhocode #T2D #digitalhealth #wearables

github.com/chukwumaonye...

From Patient Data to Open Source: Why I Built the Performance Glycemic Intelligence System (PGIS) As a physician-developer and a 60-year-old endurance athlete living with Type 2 diabetes for over two decades, I have navigated a unique intersection of medicin

As a physician, endurance athlete, and Type 2 diabetic, I built the Performance Glycemic Intelligence System (PGIS) to answer one question: "What training is safe for my body today?" 🩺💻
#doctorswhocode #T2D #digitalhealth #wearables

www.doctorswhocode.blog/blog/from-pa...

The future of medicine is being coded now. It's time for physicians to move from consumers to creators of technology. Let's build the future we want to practice in. 🚀
#FutureOfMedicine #DigitalHealth #doctorswhocode

Query, Key, Value... sounds like a diagnostic process, right? It's also the core of the Transformer AI architecture. See the clinical analogy in my new article. 📈
#HealthTech #ClinicalAI #doctorswhocode

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

From Stethoscopes to Transformers: A Doctor’s Deep Dive into “Attention is All You Need” Published on lightslategray-turtle-256743.hostingersite.com By Dr. Chukwuma Onyeije, MFM “The contents of this file is everything algorithmically needed t

Just as a doctor hones in on critical patient data, AI's "Attention" mechanism sifts through information. My latest post explores the groundbreaking "Attention Is All You Need" paper w/a physician's perspective. 🩺➡️🤖
#AIinMedicine #DeepLearning #doctorswhocode
www.doctorswhocode.blog/blog/from-st...

Still fine tuning the #PGIS (Peformance Glycemic Intelligence System). Just enjoying the data. Interested? Send me a DM.
#type2diabetes
#doctorswhocode
#CGM
#TimeInRange
#GlucoseMonitoring
#GlycemicControl
#DiabetesTech
#Zone2
#FitnessOver60

As a physician-coder, coding time is a precious commodity. ⏳ I’m stepping back from my #OpenClaw experiment to focus on tools that are force multipliers, not maintenance projects. It's all about that Time-to-Utility ratio! 🩺💻
#DoctorsWhoCode #HealthTech #BuildInPublic #AI

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

When physicians understand the logic of software, they stop being victims of inefficient systems and start becoming the architects of solutions. 🏗️💻 The future of medicine belongs to the problem-literate. #DoctorsWhoCode #HealthIT #FutureOfMedicine #MFM

The future of medicine isn't physician vs. AI—it's physician-built AI vs. vendor-built AI. 🏥💻
After 18 months building CodeCraftMD, I've learned: the adoption wedge isn't veterans OR trainees. It's veterans THROUGH trainees.
#doctorswhocode #HealthTech #ClinicalAI #MedEd

Why I’m Bullish on Doctors Who Code: In Agreement with Robert Wachter Why Physicians Must Learn to Code: AI in Healthcare 2026 Meta Description (155 chars): A maternal-fetal medicine specialist explains why doctors who code are es

The alternative to AI isn't safety. It's preserving a broken status quo:
2 hrs charting per 1 hr patient care
50% burnout rates
250K+ annual deaths from error

AI won't fix everything. But it's already fixing parts.
www.doctorswhocode.blog/blog/why-im-...
#MedicalAI #DoctorsWhoCode #HealthcareFuture