Artificial intelligence surrogates for treatment effect estimation with before-and-after data

Frances Dean, Anna Neufeld, Joshua Barrios +2

Estimating the causal effects of medical treatments is difficult when clinically important outcomes are costly to measure or require long follow-up. Short-term or inexpensive surro…