Predicting colorectal polyp recurrence using time-to-event analysis of medical records

no code implementations • 18 Nov 2019 • Lia X. Harrington, Jason W. Wei, Arief A. Suriawinata, Todd A. MacKenzie, Saeed Hassanpour

Identifying patient characteristics that influence the rate of colorectal polyp recurrence can provide important insights into which patients are at higher risk for recurrence.

Longevity Associated Geometry Identified in Satellite Images: Sidewalks, Driveways and Hiking Trails

no code implementations • 5 Mar 2020 • Joshua J. Levy, Rebecca M. Lebeaux, Anne G. Hoen, Brock C. Christensen, Louis J. Vaickus, Todd A. MacKenzie

Learned image features were clustered, and we identified 10 clusters that were associated with education, income, geographical region, race and age.