13 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 13 cited
Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency care
Juan Miguel Lopez Alcaraz, Hjalmar Bouma, Nils Strodthoff
Background: AI-driven prediction algorithms have the potential to enhance emergency medicine by enabling rapid and accurate decision-making regarding patient status and potential d…
cs.LG2021★ 11 cited
PredDiff: Explanations and Interactions from Conditional Expectations
Stefan Blücher, Johanna Vielhaben, Nils Strodthoff
PredDiff is a model-agnostic, local attribution method that is firmly rooted in probability theory. Its simple intuition is to measure prediction changes while marginalizing featur…