TruaceTracing the truth around AISunday, August 23, 2026
Education·P Space·Evidence-backed problem·Published 2026-08-23

Simulating Reality and Transforming Endoscopic Education-Lessons from Esophageal Dilation

Abstract: Although endoscopic training has traditionally relied on mentorship and procedural volume to assess proficiency, the major gastroenterology societies have increasingly adopted competency-based assessment tools, including the Assessment of Competency in Endoscopy (ACE) and Direct Observation of Procedural Skills (DOPS), to provide a more objective evaluation of technical and cognitive skills. Despite these advances, mentor-based assessment remains susceptible to subjectivity. Emerging technologies such as simulat…

TRV-2026-0853Peer-reviewedPermanent record — cite & verify
Simulating Reality and Transforming Endoscopic Education-Lessons from Esophageal Dilation

Small-intestinal-model-for-electrically-propelled-capsule-endoscopy-1475-925X-10-108-S2 by Woo S, Kim T, Mohy-Ud-Din Z, Park I, Cho J. CC BY 2.0 · https://creativecommons.org/licenses/by/2.0

The quick read

Although endoscopic training has traditionally relied on mentorship and procedural volume to assess proficiency, the major gastroenterology societies have increasingly adopted competency-based assessment tools, including the Assessment of Competency in Endoscopy (ACE) and Direct Observation of Procedural Skills (DOPS), to provide a more objective evaluation of technical and cognitive skills. Despite these advances, mentor-based assessment remains susceptible to subjectivity.

Emerging technologies such as simulation, virtual reality, and artificial intelligence (AI) offer opportunities to further standardize endoscopic education and enhance training. Similarly, AI applications in endoscopy are expanding beyond lesion detection to include procedural guidance, anatomical recognition, and performance optimization.

Main points
  • Although endoscopic training has traditionally relied on mentorship and procedural volume to assess proficiency, the major gastroenterology societies have increasingly adopted competency-based assessment tools, including the Assessment of Competency in Endoscopy (ACE) and Direct Observation of Procedural Skills (DOPS), to provide a more objective evaluation of technical and cognitive skills.
  • Despite these advances, mentor-based assessment remains susceptible to subjectivity.
  • Emerging technologies such as simulation, virtual reality, and artificial intelligence (AI) offer opportunities to further standardize endoscopic education and enhance training.
Problem

AI-assisted systems may provide real-time guidance for stricture characterization, dilator selection, and procedural endpoints, whereas simulation platforms may facilitate skill acquisition in a risk-free environment.

The rundown

Emerging technologies such as simulation, virtual reality, and artificial intelligence (AI) offer opportunities to further standardize endoscopic education and enhance training. Simulation-based learning improves early endoscopic competency, exhibiting utility in both basic and advanced procedures.

Sources

Reader signal

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The debate