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Simulation of synthetic health records for assessment of causal inference methods for vaccine efficacy

Velasco-Pardo V, Daines L, Katikireddi SV, Ritchie L, Robertson□ C, Simpson CR, McCowan C, Swallow B.   +7 more
europepmc   +1 more source

Peer support boosted Hepatitis C treatment access among marginalised populations in England: A Bayesian causal factor analysis

Schmidt C, Samartsidis P, Seaman SR, Emmanouil B, Foster GR, Reid L, Smith S, De Angelis D.   +7 more
europepmc   +1 more source

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Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box

ACM Computing Surveys, 2022
Joaquim Armando Pires Jorge, Chun Ouyang, Yu-Liang Chou   +2 more
exaly  

Random Forest Explainability Using Counterfactual Sets

Information Fusion, 2020
Isaac Martín, Alberto Fernández-Isabel, Ruben R Fernández   +2 more
exaly  

Explainable AI and Causal Understanding: Counterfactual Approaches Considered

Minds and Machines, 2023
Sam Baron
exaly