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Jamie Andrew Duell

According to our database1, Jamie Andrew Duell authored at least 9 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Hsuan Fu
,
Monika Seisenberger
,
Xiuyi Fan
CoRR, 2024

2023
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Monika Seisenberger
,
Tianlong Zhong
,
Hsuan Fu
,
Xiuyi Fan
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Monika Seisenberger
,
Xiuyi Fan
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Batch Integrated Gradients: Explanations for Temporal Electronic Health Records.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Xiuyi Fan
,
Hsuan Fu
,
Monika Seisenberger
Proceedings of the Artificial Intelligence in Medicine, 2023

2022
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Xiuyi Fan
,
Monika Seisenberger
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

2021
Towards a Shapley Value Graph Framework for Medical peer-influence.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Monika Seisenberger
,
Gert Aarts
,
Shang-Ming Zhou
,
Xiuyi Fan
CoRR, 2021

A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI.
[BibTeX]
[DOI]
Jamie Andrew Duell
CoRR, 2021

ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics.
[BibTeX]
[DOI]
Marcin Kapcia
,
Hassan Eshkiki
,
Jamie Andrew Duell
,
Xiuyi Fan
,
Shang-Ming Zhou
,
Benjamin Mora
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records.
[BibTeX]
[DOI]
Jamie Andrew Duell
,
Xiuyi Fan
,
Bruce Burnett
,
Gert Aarts
,
Shang-Ming Zhou
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021


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