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Physician reviewing faxed referral pages beside a digital referral dashboard with ultrasound images
AI in Medicine Featured

The Referral System Is Broken for the Same Reason the Triage Line Is Broken

Nobody lost your fax. The system was designed to lose it. Referral failures are not clerical accidents. They are the predictable result of clinical infrastructure built for a different era.

· 12 min read
referralsphysician-developerhealth-tech
Hospital IT conference room with vendor AI presentation on screen, physicians at the table, one with a code editor open
AI in Medicine

The EHR Vendor Wants You to Stay a Consultant

Physician passivity in health tech is not an accident. It is a business model. Understanding the structural incentives is the first step to building outside of them.

· 6 min read
ehrhealth-techphysician-developer
Physician-developer building clinical knowledge infrastructure
Blogging

The Protocol-to-Website Industrial Complex:

By Dr. Chukwuma Onyeije, MD, FACOG | Maternal-Fetal Medicine Specialist & Medical Director, Atlanta Perinatal Associates

acog-guidelinesclinical-knowledge-managementclinical-microsites
Insurance denial forms being cut through by a glowing line of code
Healthcare Technology

How I Used Code (and AI) to Fix One of Healthcare’s Most Painful Bottlenecks: Prior Authorizations

Specifically, the Prior Authorization (PA).

ai-in-healthcareatlanta-perinatal-associatesclinical-workflow-optimization
Disposable paper notepad transforming into a glowing digital interface
Physician Development

The Era of the Clinical Scratchpad: Why Every Doctor Should Build "Disposable" Software

For the past two decades, medical software has been synonymous with monolithic platformsEpic, Cerner, and their ilkmassive systems designed to serve e...

healthcare-innovationai-in-medicineclinical-informatics
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
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