Counterfactual Formulation of Patient-Specific Root Causes of Disease

27 May 2023

Papers citing "Counterfactual Formulation of Patient-Specific Root Causes of Disease"

5 / 5 papers shown

Title
Root Cause Analysis of Outliers with Missing Structural Knowledge Nastaran Okati Sergio Hernan Garrido Mejia William Orchard Patrick Blöbaum Dominik Janzing 25 2 0 07 Jun 2024
The role of causality in explainable artificial intelligence Gianluca Carloni Andrea Berti Sara Colantonio CML XAI 48 6 0 18 Sep 2023
Backtracking Counterfactuals Julius von Kügelgen Abdirisak Mohamed Sander Beckers LRM 43 16 0 01 Nov 2022
Sample-Specific Root Causal Inference with Latent Variables Eric V. Strobl Thomas A. Lasko CML 35 8 0 27 Oct 2022
Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model Eric V. Strobl Thomas A. Lasko CML 53 33 0 25 May 2022