5 citations · 12 across the 10 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 1 cited
Learning predictive checklists from continuous medical data
Yukti Makhija, Edward De Brouwer, Rahul G. Krishnan
Checklists, while being only recently introduced in the medical domain, have become highly popular in daily clinical practice due to their combined effectiveness and great interpre…
cs.LG2022★ 5 cited
Predicting the impact of treatments over time with uncertainty aware neural differential equations
Edward De Brouwer, Javier González Hernández, Stephanie Hyland
Predicting the impact of treatments from observational data only still represents a majorchallenge despite recent significant advances in time series modeling. Treatment assignment…