Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Machine Learning and Artificial Intelligence (AI) more broadly have great immediate and future potential for transforming almost all aspects of medicine. However, in many applications, even outside medicine, a lack of transparency in AI applications has become increasingly problematic. This is parti...

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Bibliographic Details
Published in:	Applied sciences Vol. 11; no. 11; p. 5088
Main Authors:	Antoniadi, Anna Markella, Du, Yuhan, Guendouz, Yasmine, Wei, Lan, Mazo, Claudia, Becker, Brett A., Mooney, Catherine
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.06.2021
Subjects:	Alzheimer's disease Artificial intelligence Bias Breast cancer CDSS clinical decision support systems Clinical medicine Decision making Decision support systems Diabetic retinopathy explainable AI Health care Knowledge Machine learning Medical errors Medicine Patient safety Regulated industries Software XAI
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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