350 citations · 3.1k across the 39 of their papers we have counts for
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stat.ML2020
Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score
Alejandro Schuler, David Walsh, Diana Hall +2
Estimating causal effects from randomized experiments is central to clinical research. Reducing the statistical uncertainty in these analyses is an important objective for statisti…
stat.ML2020★ 4 cited
Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks
Jonathan R. Walsh, Aaron M. Smith, Yannick Pouliot +3
Multiple Sclerosis (MS) is a neurodegenerative disorder characterized by a complex set of clinical assessments. We use an unsupervised machine learning model called a Conditional R…