Jamie Andrew Duell

12 papers A* 1B 3C 1Journal 4Unranked 3

Year	Rank	Type	Title / 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