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python

5 posts

A small clinical tool becoming the foundation of larger infrastructure, dark navy and cyan
Physician Development Featured

The Moment a Clinical Tool Becomes Infrastructure

A short introduction to a DoctorsWhoCode series on spreadsheets, tests, and retrieval as the basic discipline of physician-built clinical software.

· 7 min read
doctors-who-codephysician-developerclinical-software
Excel spreadsheet formula cracking under pressure, transitioning to clean Python code
Physician Development Featured

From Excel to Python: When Your Spreadsheet Becomes a Liability

Excel is often the right first move for a physician-builder. The problem begins when clinical logic stays trapped in a container that can no longer safely hold it.

· 8 min read
doctors-who-codephysician-developerpython
A physician reviewing de-identified clinical data visualizations beside a Python coding workspace
Physician Development

Python: The Language of Clinical Data

JavaScript runs in the browser. Python runs behind the workflow, where lab values, CSV exports, data cleaning, and clinical models actually live.

· 12 min read
pythonclinical datapandas
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
Python code connecting to the Epic FHIR sandbox API, displayed on a dark terminal background
Practical Development Featured

The Physician-Developer's FHIR Playbook: How to Pull Real Clinical Data from Epic Using Python

A step-by-step tutorial for physician-developers on authenticating with the Epic FHIR sandbox, making your first API call in Python, and building toward a SMART on FHIR clinical app -- no enterprise contract required.

· 14 min read
fhiremrepic