A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records

Jamie Duell; Xiuyi Fan; Bruce Burnett; Gert Aarts; Shang Ming Zhou

doi:10.1109/bhi50953.2021.9508618

A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records

Jamie Duell^*
, Xiuyi Fan^*
, Bruce Burnett^*
, Gert Aarts^*
, Shang Ming Zhou

^*Corresponding author for this work

Swansea University

Research output: Contribution to journal › Conference proceedings published in a journal › peer-review

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Original language	English
Number of pages	0
Journal	2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)
Volume	0
Issue number	0
Early online date	27 Jul 2021
DOIs	https://doi.org/10.1109/bhi50953.2021.9508618
Publication status	Published - 27 Jul 2021
Event	2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) - Duration: 27 Jul 2021 → 30 Jul 2021

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10.1109/bhi50953.2021.9508618

FIN-BHI XAI EHR v2 submittedAccepted author manuscript, 323 KB

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title = "A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records",

author = "Jamie Duell and Xiuyi Fan and Bruce Burnett and Gert Aarts and Zhou, \{Shang Ming\}",

year = "2021",

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journal = "2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)",

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note = "2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) ; Conference date: 27-07-2021 Through 30-07-2021",

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A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records. / Duell, Jamie; Fan, Xiuyi; Burnett, Bruce et al.
In: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), Vol. 0, No. 0, 27.07.2021.

Research output: Contribution to journal › Conference proceedings published in a journal › peer-review

TY - JOUR

T1 - A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records

AU - Duell, Jamie

AU - Fan, Xiuyi

AU - Burnett, Bruce

AU - Aarts, Gert

AU - Zhou, Shang Ming

PY - 2021/7/27

Y1 - 2021/7/27

UR - https://pearl.plymouth.ac.uk/nm-research/519/

U2 - 10.1109/bhi50953.2021.9508618

DO - 10.1109/bhi50953.2021.9508618

M3 - Conference proceedings published in a journal

VL - 0

JO - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

JF - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

IS - 0

T2 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Y2 - 27 July 2021 through 30 July 2021

ER -

A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records

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