Physicians do not have an information problem. We have a conversion problem. Inside the Telegram-driven research engine I built to turn links, papers, transcripts, and videos into drafts, PDFs, and durable editorial records.
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.
By Dr. Chukwuma Onyeije, MD | January 19, 2026
By Dr. Chukwuma Onyeije | MaternalFetal Medicine
> Keywords: AI clinical documentation, ambient transcription, EvidenceMD, CodeCraftMD, physician automation, clinical workflow, medical billing automati...
When algorithms and clinical intuition clash, who do you trust? A physician-programmer shares the moment data pointed one wayand instinct saved a life....
Doctors Who Code: Progress through Abstraction Series, Part 1 The integration of programming into medical practice is transforming the way healthcare pr...
Imagine transforming your patient consultations into polished, informative presentations with minimal effort. In the fast-paced world of medicine, effic...
A response to 'Connecting with Fetus: The Use of App-Based Fetal Movement Counting and Experiences During Pregnancy and Birth' (2025)
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...
Every 7 minutes, a woman dies from complications of pregnancy and childbirth-related hypertensive disorders. Preeclampsia alone affects 5-8% of all preg...
In today's data-driven healthcare landscape, physicians who understand both medicine and code are becoming the new pioneers of patient care. Imagine dia...
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...
Every seven minutes in the United States, a woman is diagnosed with preeclampsiaa pregnancy complication that remains one of the leading causes of mate...
In an era where AI and automation promise to revolutionize healthcare, a 19th-century economic principle reveals a hidden risk:Jevons' Paradox. This ph...
Every year, countless families face the heartbreak of preterm birth, with preterm premature rupture of membranes (PPROM) playing a significant role. Ima...
Imagine this: a cyberattack exposes the personal and medical information of millions of patients, leaving them vulnerable to identity theft and financia...
Discover how Placentavision AI transforms maternal healthcare using smartphone-based placental imaging. Learn how this breakthrough technology saves liv...
Imagine entering your clinic and being greeted by a flood of patient records, lab reports, and journal articles, each demanding your immediate attention...
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...
In recent years, artificial intelligence (AI) has leaped from science fiction into real-world applications, revolutionizing industries from finance to t...
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...
Discover how physicians can harness web frameworks and APIs to improve patient care, streamline practice operations, and drive healthcare innovation. St...
Meta Description: Learn how Python programming can revolutionize your medical practice. From patient data analysis to AI diagnostics, discover practical...