Ensuring Ethical Standards and Equity in Explainable Artificial Intelligence Applications Within Healthcare

Author:

Soms Nisha,Azariya David Samuel,Jeba Emilyn J.,Saravanan Abhinaya

Publisher

Springer Nature Switzerland

Reference17 articles.

1. Adadi, A., Berrada, M.: Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE Access 6, 52138–52160 (2018)

2. Doshi-Velez, F., Kim, B.: Towards a rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608 (2017)

3. Gunning, D.: Explainable artificial intelligence (XAI). Defense Advanced Research Projects Agency (DARPA) (2017)

4. Holzinger, A., Langs, G., Denk, H., Zatloukal, K., Müller, H.: Causability and explainability of artificial intelligence in medicine. Wiley Interdiscipl. Rev. Data Min. Knowl. Discov. 9(4), e1312 (2019)

5. Lipton, Z.C.: The mythos of model interpretability. arXiv preprint arXiv:1606.03490 (2016)

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