INTRODUCTION: Studies have shown Visual Gaze Patterns (VGP) differ between experienced and non-experienced endoscopists and may correlate with adenoma detection rate (ADR). It is unclear if VGP changes with training and experience. Our aim was to assess whether GI fellows’ VGP change over the course of their training. METHODS: GI fellows at a single academic training program had VGP recorded while watching three 2 min videos of colonoscopy withdrawal on two separate sessions (S1, S2). S1 occurred during fellowship training. S2 occurred during the 3rd year of fellowship or within the first 2 years as faculty. The screen was divided into a 3 × 3 grid (1 center box, 8 periphery boxes segmented into top, bottom, left, right zones of interest (ZOI)). VGP recorded using a commercial eye tracker. Videos were shown on a 23” TFT-LCD monitor (1024 × 1280 pixels). Eye fixations (FIX) were determined by software algorithm. Percentage of overall gaze time (%GT) and the number and duration of FIX in each ZOI was recorded. %GT and FIX between ZOIs and between S1 and S2 were compared using the Wilcoxon signed-rank test. RESULTS: 9 fellows were enrolled (66% M); 2 were excluded (incomplete recordings). S2 was mean 2 yr (range 1.6–2.3yr) after S1. At the time of S2, 2 were faculty. In both sessions, mean %GT and #FIX were 2–2.5× higher in the periphery than the center (Table 1). While there was no significant difference between the center and top, left and right ZOI, the bottom ZOI %GT and #FIX were 0.25× and 0.30× the center, respectively (P = 0.02, Tables 1 and 2). When comparing S1 and S2, there were no significant differences in %GT spent in central, peripheral, left, right, top, bottom ZOIs. Compared to S1, subjects in S2 had significantly fewer peripheral FIX (mean 331 v 253, P = 0.05), though there were no differences with any specific ZOI. Mean FIX duration was longer in S2 (0.27s v 0.35s, P = 0.02). There was no difference in mean FIX duration between central and peripheral ZOIs for either session, but mean FIX duration was longer in S2 for both central and peripheral ZOIs (0.29s v 0.36s, P = 0.02; 0.28s v 0.36s, P = 0.02). CONCLUSION: Fellows’ VGP appear to consistently exclude the bottom third of the screen. Through training, their central and peripheral %GT do not significantly change but they have fewer peripheral fixations and increased mean fixation duration suggesting a more focused search. Confirmation of these findings in prospective studies and identification of correlations with ADR are needed.Table 1.: Comparison of Percentage Total Gaze Time (%GT) Per Zone of Interest (ZOI) Between Session 1 and Session 2Table 2.: Comparison of Mean Number of Fixations (#FIX) Per Zone of Interest (ZOI) Between Session 1 and Session 2Table 3.: Comparison of %Gaze Time Between Central and Peripheral ZOI