Vincenzo Positano

Reject Option for Medical Image Classification Using CNN-Derived Latent-Space Neighbourhood Analysis.

A logistic regression rejector is trained post hoc using features derived from the latent representations of the base CNN to assess prediction reliability through local latent-space structure, offering a practical tool for uncertainty-aware decision support in biomedical imaging.