Detecting Spurious Correlations With Sanity Tests for Artificial Intelligence Guided Radiology Systems

Artificial intelligence (AI) has been successful at solving numerous problems in machine perception. In radiology, AI systems are rapidly evolving and show progress in guiding treatment decisions, diagnosing, localizing disease on medical images, and improving radiologists' efficiency. A critic...

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Detalles Bibliográficos
Autores principales: Mahmood, Usman, Shrestha, Robik, Bates, David D. B., Mannelli, Lorenzo, Corrias, Giuseppe, Erdi, Yusuf Emre, Kanan, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Digital Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521929/
https://www.ncbi.nlm.nih.gov/pubmed/34713144
http://dx.doi.org/10.3389/fdgth.2021.671015

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521929/
https://www.ncbi.nlm.nih.gov/pubmed/34713144
http://dx.doi.org/10.3389/fdgth.2021.671015

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