To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems

Explainability for artificial intelligence (AI) in medicine is a hotly debated topic. Our paper presents a review of the key arguments in favor and against explainability for AI-powered Clinical Decision Support System (CDSS) applied to a concrete use case, namely an AI-powered CDSS currently used i...

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Detalles Bibliográficos
Autores principales: Amann, Julia, Vetter, Dennis, Blomberg, Stig Nikolaj, Christensen, Helle Collatz, Coffee, Megan, Gerke, Sara, Gilbert, Thomas K., Hagendorff, Thilo, Holm, Sune, Livne, Michelle, Spezzatti, Andy, Strümke, Inga, Zicari, Roberto V., Madai, Vince Istvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931364/
https://www.ncbi.nlm.nih.gov/pubmed/36812545
http://dx.doi.org/10.1371/journal.pdig.0000016

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931364/
https://www.ncbi.nlm.nih.gov/pubmed/36812545
http://dx.doi.org/10.1371/journal.pdig.0000016

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