Examining explainable clinical decision support systems with think aloud protocols

Machine learning tools are increasingly used to improve the quality of care and the soundness of a treatment plan. Explainable AI (XAI) helps users in understanding the inner mechanisms of opaque machine learning models and is a driver of trust and adoption. Explanation methods for black-box models...

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Detalles Bibliográficos
Autores principales: Anjara, Sabrina G., Janik, Adrianna, Dunford-Stenger, Amy, Mc Kenzie, Kenneth, Collazo-Lorduy, Ana, Torrente, Maria, Costabello, Luca, Provencio, Mariano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501571/
https://www.ncbi.nlm.nih.gov/pubmed/37708135
http://dx.doi.org/10.1371/journal.pone.0291443

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501571/
https://www.ncbi.nlm.nih.gov/pubmed/37708135
http://dx.doi.org/10.1371/journal.pone.0291443

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