An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making. - Evangelia Kyrimi; Somayyeh Mossadegh; Nigel Tai; William Marsh 001 (Artif. Intell. Medicine, 2020)

An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making. - Evangelia Kyrimi; Somayyeh Mossadegh; Nigel Tai; William Marsh 001 (CoRR, 2020)

Counterfactual reasoning using causal Bayesian networks as a healthcare governance tool. - Evangelia Kyrimi; Somayyeh Mossadegh; Jared M. Wohlgemut; Rebecca S. Stoner; Nigel R. M. Tai; William Marsh 001 (Int. J. Medical Informatics, 2025)

Explainable AI: definition and attributes of a good explanation for health AI. - Evangelia Kyrimi; Scott McLachlan; Jared M. Wohlgemut; Zane B. Perkins; David A. Lagnado; William Marsh 001; Alexander Gimson; Ali Shafti; Ari Ercole; Amitava Banerjee; Ben Glocker; Burkhard Schafer 001; et al. (AI Ethics, 2025)