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healthcare-automation

27 posts

Dark terminal screen showing timestamped biometric log entries with the text LOGS BEFORE INTELLIGENCE centered in the foreground
Clinical + Code

Logs Before Intelligence: Why Data Discipline Must Precede AI Insight

Before you build any AI feature, you must first build the log. The principle every physician-developer needs to internalize before writing a single line of intelligence code.

· 8 min read
ai-in-medicineclinical-data-architecturedata-discipline
Healthcare Technology

Part 2: What We Should Actually Build

Maternal-Fetal Medicine Specialist & Founder, CodeCraftMD

ai-in-medicineclinical-aiclinical-decision-support
Healthcare Technology

CodeCraftMD on Hiatus, Not Abandoned: What Happens After the Weekend Prototype

It was 11:47 PM on a Saturday night, and I was staring at my EMR screen trying to remember whether 'threatened abortion' was O20.0 or O03.4. I had just ...

doctors-who-codehealthcare-automationmedical-technology
Blogging

Stop Searching "How to Code Like a Software Engineer": A New Path for Physician-Developers

Medical Director, Atlanta Perinatal Associates | Creator of CodeCraftMD & PreEclampsiaWatch

doctors-who-codehealthcare-automation
Technology

The Disappearing Note: How Automation Is Rewriting Clinical Documentation

By Dr. Chukwuma Onyeije | MaternalFetal Medicine

ai-applicationsdoctors-who-codehealthcare-automation
Blogging

The Future of Clinical Documentation: A Practical AI Tech Stack for Physicians Who Code

> Keywords: AI clinical documentation, ambient transcription, EvidenceMD, CodeCraftMD, physician automation, clinical workflow, medical billing automati...

ai-in-healthcareai-revolutionambient-ai
Blogging

What Should Be the Response for "Doctors Who Code" and Humanity’s Next Medical Exam

In their NEJM AI editorial, Gallifant and Bitterman remind us that only 40% of a physicians shift is spent in direct patient contact. The rest the in...

healthcare-automationmaternal-healthmedical-software
Blogging

Voice, Vision, and the Doctor in the Loop

> At the highest level of abstraction are visual and audio interfaces the demarcation between technical and non-technical professionals is breaking do...

healthcare-automationhealthcare-innovationmedical-software
Blogging

🧠 From Machine Code to Medical Code

> Each generation begins not from zero, but from the highest abstraction level achieved by the previous one. Sean McClure, Discovered Not Designed

ai-applicationshealthcare-automationhealthcare-innovation
Technology

The Bridge Builder’s Mind: Progress by Abstraction

Doctors Who Code: Progress through Abstraction Series, Part 1 The integration of programming into medical practice is transforming the way healthcare pr...

ai-applicationsfetal-monitoringhealthcare-automation
Technology

Transforming Patient Care with AI: How to Use Ambient Scribe Technology and ChatGPT in Your Medical Practice

Imagine transforming your patient consultations into polished, informative presentations with minimal effort. In the fast-paced world of medicine, effic...

ai-applicationshealthcare-automationhealthcare-innovation
Blogging

Revolutionizing Maternal Care: Integrating Fetal Kick Counters with EMR Alerts - A Proposal

A response to 'Connecting with Fetus: The Use of App-Based Fetal Movement Counting and Experiences During Pregnancy and Birth' (2025)

ai-applicationshealthcare-automationhealthcare-innovation
Technology

A Look into the Future: How AI and Eye Scans Could Save Mothers' Lives

Imagine walking into a clinic for a routine prenatal check-up. Instead of just the usual measurements, you have a simple photograph taken of the back of...

ai-applicationshealthcare-automationhealthcare-innovation
Blogging

AI-Powered Maternal Health: How Advanced Technology Can Reduce Preeclampsia Complications

Every 7 minutes, a woman dies from complications of pregnancy and childbirth-related hypertensive disorders. Preeclampsia alone affects 5-8% of all preg...

ai-applicationshealthcare-automationmaternal-health
Technology

The Dangerous Limitations of Static AI in Maternal Care: When Preeclampsia Prediction Models Fail Over Time

Imagine being able to predict which pregnant patients are on the brink of severe complications with data-backed precision. That's the holy grail in mate...

fetal-monitoringhealthcare-automationmaternal-health
Healthcare Technology

Predicting Preeclampsia Risk in the Digital Age: What Consecutive Modeling Means for Your Patients

Every seven minutes in the United States, a woman is diagnosed with preeclampsiaa pregnancy complication that remains one of the leading causes of mate...

ai-applicationsfetal-monitoringhealthcare-automation
Technology

Breaking Barriers: GPT-4 Matches Physician Performance on Medical Board Exams

In a groundbreaking development that signals a new era in healthcare, artificial intelligence has achieved what many thought impossible: performing at t...

ai-assisted-diagnosisartificial-intelligence-in-medicineclinical-decision-support
Technology

The Hidden Side Effect of Medical AI Nobody Talks About

In an era where AI and automation promise to revolutionize healthcare, a 19th-century economic principle reveals a hidden risk:Jevons' Paradox. This ph...

doctors-who-codehealthcare-automationhealthcare-innovation
Technology

Can Artificial Intelligence & Probiotics Collaborate to Prevent Preterm Birth?

Every year, countless families face the heartbreak of preterm birth, with preterm premature rupture of membranes (PPROM) playing a significant role. Ima...

ai-applicationsfetal-monitoringhealthcare-automation
Healthcare Technology

Ensuring Data Privacy in AI-Powered Healthcare: A Comprehensive Guide

Imagine this: a cyberattack exposes the personal and medical information of millions of patients, leaving them vulnerable to identity theft and financia...

ai-applicationshealthcare-automationmaternal-health
Healthcare Technology

PlacentaVision AI: Revolutionizing Maternal Health with Smart Imaging

Discover how Placentavision AI transforms maternal healthcare using smartphone-based placental imaging. Learn how this breakthrough technology saves liv...

ai-applicationsai-in-healthcareglobal-healthcare-equity
Healthcare Technology

Unlock Efficiency: How Document Summarization Transforms Healthcare for Busy Clinicians

Imagine entering your clinic and being greeted by a flood of patient records, lab reports, and journal articles, each demanding your immediate attention...

ai-applicationsfetal-monitoringhealthcare-automation
Healthcare Technology

How Quantum Computing Is Revolutionizing Healthcare: A Simple Guide to Medicine's Next Big Leap

Imagine a world where new life-saving drugs are discovered in days instead of decades. Where doctors can predict exactly how your body will react to a t...

ai-applicationshealthcare-automationhealthcare-innovation
Technology

AI-Powered Ultrasound: Transforming Prenatal Care with Cutting-Edge Technology

In recent years, artificial intelligence (AI) has leaped from science fiction into real-world applications, revolutionizing industries from finance to t...

ai-applicationsfetal-monitoringgenetic-testing
Technology

When Code Meets Care: A Doctor's Journey into AI-Powered Medicine

In today's rapidly evolving world, the fusion of artificial intelligence (AI) and healthcare is reshaping the way we diagnose, treat, and care for patie...

ai-applicationsfetal-monitoringgenetic-testing
Technology

Build Better Healthcare Tools: A Physician's Guide to Web Frameworks & APIs

Discover how physicians can harness web frameworks and APIs to improve patient care, streamline practice operations, and drive healthcare innovation. St...

healthcare-automationhealthcare-technology-toolsmedical-informatics
Healthcare Technology

Python Programming for Physicians: A Complete Guide to Healthcare Analytics

Meta Description: Learn how Python programming can revolutionize your medical practice. From patient data analysis to AI diagnostics, discover practical...

ai-in-medicineclinical-researchdata-analysis