Detecting and Mitigating the Clever Hans Effect in Medical Imaging: A Scoping Review.

The Clever Hans effect occurs when machine learning models rely on spurious correlations instead of clinically relevant features and poses significant challenges to the development of reliable artificial intelligence (AI) systems in medical imaging. This scoping review provides an overview of method...

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Publicado en:	Journal of Imaging Informatics in Medicine Vol. 38; no. 4; pp. 2563 - 2580
Autores principales:	Vásquez-Venegas, Constanza, Wu, Chenwei, Sundar, Saketh, Prôa, Renata, Beloy, Francis Joshua, Medina, Jillian Reeze, McNichol, Megan, Parvataneni, Krishnaveni, Kurtzman, Nicholas, Mirshawka, Felipe, Aguirre-Jerez, Marcela, Ebner, Daniel K., Celi, Leo Anthony
Formato:	research systematic review tables/charts Journal Article
Publicado:	Springer Nature Aug2025
Acceso en línea:	Ver este registro en EBSCOhost