6 citations · 7 across the 9 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.LG2023
Why Do Probabilistic Clinical Models Fail To Transport Between Sites?
Thomas A. Lasko, Eric V. Strobl, William W. Stead
The rising popularity of artificial intelligence in healthcare is highlighting the problem that a computational model achieving super-human clinical performance at its training sit…
q-bio.GN2023
Root Causal Inference from Single Cell RNA Sequencing with the Negative Binomial
Eric V. Strobl
Accurately inferring the root causes of disease from sequencing data can improve the discovery of novel therapeutic targets. However, existing root causal inference algorithms requ…
cs.AI2023★ 1 cited
Counterfactual Formulation of Patient-Specific Root Causes of Disease
Eric V. Strobl
Root causes of disease intuitively correspond to root vertices that increase the likelihood of a diagnosis. This description of a root cause nevertheless lacks the rigorous mathema…