Ensembling to Leverage the Interpretability of Medical Image Analysis Systems

Along with the increase in the accuracy of artificial intelligence systems, complexity has also risen. Despite high accuracy, high-risk decision-making requires explanations about the model’s decision, which often take the form of saliency maps. This work examines the efficacy of ensembli...

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Bibliographic Details
Main Authors: Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10171246/