Cardiac Electrophysiology · Clinical Software
Mark A. Milton, MD
Twenty years in the EP lab. Now building the software it actually needs.
Physician-built tools for electrophysiology workflows — written by someone who still scrubs in.
Live tools, built from the clinic outward
Everything below runs today at milton-ep.com, and each one started as a workflow problem I got tired of waiting for someone else to fix.
“The AI part was the easy part.”
The hard part has been encoding what I already know. NCCI edits. Which payer wants which criterion in which order. The gap between clinically obvious and actually billable. That knowledge isn't in a training dataset — it's in the heads of the people doing the work, and most of us can't write code.
I'm increasingly convinced the constraint in clinical AI isn't model capability. It's that the people who understand the workflows and the people who can build aren't usually the same person. I'm working on being both.
Still in the lab — this isn't a career change. It's what deep EP experience looks like when it's pointed at product development, clinical AI validation, and physician-facing technology.
Trained for the hard cases
Board certified in cardiology and clinical cardiac electrophysiology, with 20+ years of advanced arrhythmia care and EP program development.
Training
The Mayo Clinic
Fellowships in Clinical Cardiac Electrophysiology and Cardiovascular Disease
The Johns Hopkins Hospital
Residency in Internal Medicine
University of Texas Medical Branch
Doctor of Medicine, Alpha Omega Alpha
Practice
Mercy Cedar Rapids
Cardiac Electrophysiologist, Heart Rhythm Service
Ascension St. John, Tulsa
Director of Heart Rhythm Services, nearly two decades
Clinical focus
AF & VT ablation · Pulsed field ablation · CIEDs · ICD/CRT · Lead extraction · Left bundle branch area pacing · Watchman / LAA occlusion · Leadless pacing · EP program development
Building something for the EP world?
If you're working on electrophysiology workflows, clinical AI, decision support, or physician-facing tools — I'd like to hear about it. The fastest way to reach me is LinkedIn.