ASGE at DDW. DDW 2026. Digestive Disease Week.

AI Literacy for Gastroenterologists: Learn, Evaluate, Apply

May 1, 2026, 12:00 PM - 5:15 PM

*US Central Time

Course Director:
Sravanthi Parasa, MD, FASGE

Location:
McCormick Place, Chicago, IL

Learn More

A Hands-On Workshop
With Prompt Engineering and Generative AI

Artificial intelligence is rapidly transforming gastroenterology, and developing AI literacy is now essential for every clinician who wants to practice safely, efficiently, and with confidence. This course provides a clear, practical foundation in how AI works—demystifying datasets, model training, metrics, and real-world clinical applications. Through hands-on exercises in generative AI and prompt engineering, participants will learn how to accelerate research, enhance clinical workflows, and apply AI tools responsibly in daily practice. By the end of the workshop, you'll be equipped not just to understand AI, but to begin using it immediately and effectively in your own work.

Registration for DDW 2026 will open on January 14, 2026 for ASGE Members and January 21, 2026, for all others.

Participants will be able to:

  • Understand core AI and machine learning concepts relevant to gastroenterology, including datasets, model training, validation, and key performance metrics
  • Critically evaluate AI research using structured frameworks to assess study design, data quality, external validation, and real-world applicability
  • Use generative AI and prompt engineering to accelerate research tasks such as literature synthesis and clinical applications in practice
  • Redesign clinical, operational, or research workflows using the AI Workflow Canvas to identify inefficiencies and apply practical AI-driven solutions
  • Recognize ethical, safety, and regulatory considerations including data privacy, hallucinations, bias, and the basics of responsible AI deployment
Sravanthi Parasa

Sravanthi Parasa, MD, FASGE

Swedish Medical Center

Seattle, WA

May 1, 2026

Print Agenda

12:00 PM - 12:15 PM

Welcome and Course Introduction

Sravanthi Parasa, MD, FASGE

Why AI Literacy Matters in GI Research and Practice
Hands-On Experiment – AI Myth Versus Reality Exercise

12:15 PM - 12:55 PM

SESSION 1

Core AI/ML Foundations (No-Code ML Build)
Hands-On Experiment – Build a Tiny ML Model
12:55 PM - 1:15 PM

SESSION 2

Crash Course in Metrics Clinicians Need
Hands-On Experiment – Quick Model Comparison Using Confusion Matrices and ROC Curve
1:15 PM - 1:30 PM

Break

1:30 PM - 2:15 PM

SESSION 3

AI Journal Club: How to Evaluate AI Research
Hands-On Experiment – Score an AI paper using the AI Appraisal Checklist
2:15 PM - 3:30 PM

SESSION 4

Generative AI + Prompt Engineering For Research and Clinical Productivity
Hands-On Experiment – Literature Review Automation and Clinical Productivity
3:30 PM - 3:45 PM

Break

3:45 PM - 4:20 PM

SESSION 5

Applying AI to GI Clinical and Operational Workflows
Hands-On Experiment – Complete an AI Workflow Canvas
4:20 PM - 4:50 PM

SESSION 6

Ethics, Safety, FDA SaMD & Risk Scoring
Panel Discussion
4:50 PM - 5:00 PM

Action Plan and Closing

5:15 PM -

ASGE AI Networking Reception

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