Eric M. Baumel, MD

Board-certified diagnostic radiologist writing about coding, data science, machine learning, and digital health. Creator of Radiology Toolbox Pro and Coding4Docs.

Portrait of Eric M. Baumel, MD

Board-certified diagnostic radiologist, award winning app developer, medical 3D printing innovator and digital health entrepreneur

Mobile App:

Radiology Toolbox Pro for iOS

Radiology Toolbox Pro icon

Winner 2014 Minnie Award - Best Mobile Radiology App

YouTube Channel

Coding4Docs

Other Blogs:

Towards Data Science

Machine Learning for Radiology — Where to Begin

embodi3D

Desktop 3D Printing of CT Scan Images

3D Printing of Renal Mass from MRI Images

Posts

Claude Code End-of-Session Ritual

claude
development
A Claude Code skill - /wrapup — a five-step end-of-session ritual that takes about five minutes and closes out a session properly.
May 25, 2026
Eric M. Baumel

Publishing a GitHub Pages Blog with Quarto

html
development
Adding to your GitHub Pages blog with Jupyter Notebooks or Markdown generated HTML à la Fastpages using Quarto.
Sep 9, 2024
Eric M. Baumel

Firebase Hosting Deployment

html
development
A recipe for deploying your website to Firebase Hosting.
Sep 1, 2024
Eric M. Baumel

Software Development is Magic

development
Developers as Wizards with GitHub.
Apr 21, 2023
Eric M. Baumel

Exploring a DICOM dataset

python
development
DICOM
A hands-on tour of a DICOM dataset with Python and pydicom, from file structure to pixel data.
Apr 16, 2023
Eric M. Baumel

JupyterLab Cheat Sheet

Tips and tricks for the next step in Project Jupyter evolution.
Jan 22, 2022
Eric M. Baumel, MD

Code Comments

python
swift
html
development
Be a good coding citizen, and be kind to your future self.
Nov 16, 2021
Eric M. Baumel

Built By Docs

digital health
What kind of healthcare system would you design, if you were doing it from the ground up?
Jan 25, 2021
Eric M. Baumel

Setting Up Virtual Environments in Python

python
data science
development
A recipe for setting up a virtual environment for Python projects.
Jan 4, 2021
Eric M. Baumel

git init 2021

python
swift
data science
development
First of a series of recipes. Putting your project under source control with GitHub.
Jan 3, 2021
Eric M. Baumel

Probabilistic Universe

markets
risk
Between 0.0 and 1.0.
Oct 30, 2020
Eric M. Baumel, MD

COVID-19 Datasets

COVID-19
datasets
radiology
A list of open source datasets for COVID-19.
Apr 30, 2020
Eric M. Baumel, MD

Think globally, act locally

ethics
A good rule of thumb. My first post using markdown with fastpages.
Apr 11, 2020
Eric M. Baumel, MD
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