Jamie Andrew Duell

12 papers A* 1B 3C 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Provably Robust Bayesian Counterfactual Explanations under Model Changes.
CoRR
Jamie Andrew Duell, Xiuyi Fan
2025 — conf
Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development.
AIED (5)
Chang Cai, Jamie Andrew Duell, Daisy Minghui Chen, Weng Kin Ho, Bernett Teck Kwong Lee, Fang Li, Siyuan Liu, Olivia Ng, Vidya Sudarshan, Shang-Ming Zhou, Gaoxia Zhu, Xiuyi Fan
2024 A* conf
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.
ICDM
Jamie Andrew Duell, Monika Seisenberger, Hsuan Fu, Xiuyi Fan
2024 J jnl
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.
CoRR
Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
2023 B conf
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations.
ICTAI
Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
2023 B conf
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records.
AIME
Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger
2023 — conf
Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records.
BIBM
Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan
2022 C conf
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers.
ISMIS
Jamie Andrew Duell, Xiuyi Fan, Monika Seisenberger
2021 J jnl
A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI.
CoRR
Jamie Andrew Duell
2021 — conf
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records.
BHI
Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou
2021 B conf
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics.
ICTAI
Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora
2021 J jnl
Towards a Shapley Value Graph Framework for Medical peer-influence.
CoRR
Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan