Jamie Andrew Duell

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Multiple Classifiers

Artificial Intelligence

Electronic Health Records

Top Venues

Publications

Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations. CoRR (2024)
Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan
Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records. BIBM (2023)
Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records. AIME (2023)
Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations. ICTAI (2023)
Jamie Andrew Duell, Xiuyi Fan, Monika Seisenberger
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers. ISMIS (2022)
Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records. BHI (2021)
Jamie Andrew Duell
A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI. CoRR (2021)
Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan
Towards a Shapley Value Graph Framework for Medical peer-influence. CoRR (2021)
Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics. ICTAI (2021)