Samsung Changwon Hospital Radiology · AI Vibe Coding Hands-on

Overview

• Date: Tuesday, 14 April 2026, 18:00 – 21:00
• Venue: Radiology reading room, Samsung Changwon Hospital
• Attendees: 4 faculty, 3 residents, 2 administrative staff (9 total)
• Format: Hands-on (Claude Desktop, personal laptops)

Why run this workshop now

Two months of daily use made one thing clear: there is no "special talent" required. The gap is simply who started first and who approaches it without fear. Every skill and memory accumulated on your own machine deepens the context that AI works from — and the compounding effect is already visible. That is reason enough to start now.

What participants built

• Administrative staff: a random lunch-spot picker app
• Residents: an automated YouTube Shorts generator, a presentation slide automation skill
• Faculty: a stock information dashboard, a reporting reference assistant concept

People with no programming background identified exactly what had been frustrating them, and two hours later had a working program.

The most popular section was research. Demonstrating end-to-end manuscript creation through medsci-skills — data in → statistical analysis → figure generation → IMRAD draft → reporting guideline audit — all in a single pipeline — drew the reaction "I didn't realise it could go this far."

Even more impactful was feeding the hospital's health-checkup data dictionary and letting AI find research gaps: analysing variable combinations, identifying what is missing from the existing literature, and proposing concrete study designs. One faculty member said, "Let's go to the research support office tomorrow and request the data."

What I learned

The session was scheduled for three hours and finished in two and a half. The reason is almost funny: Claude Pro hit its usage limit because everyone worked so hard. Two participants signed up for the $110 and $220 plans on the spot after the session. Not bad for a first workshop.

On Windows, Claude Desktop's code execution requires Git, and installation took significant time on unprepared machines. From the next workshops (Kyungnam University Hospital, Pusan National University Hospital) onwards, a pre-survey and OS-specific install guide will be sent a week in advance to remove this friction.

What comes next

A senior faculty member suggested sharing the workshop within the hospital: "This would help our research output. Tell the other departments too, even briefly." The plan is a short introduction at a conference → gauge interest → expand to a full in-hospital hands-on. Externally, two more workshops are scheduled.

"Opportunities come to those who keep their hands moving and embrace change with an open mind." — Watching people build non-stop for two and a half hours, it felt like that opportunity is already here.