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Feature Interpretation Using Generative Adversarial Networks (FIGAN): A Framework for Visualizing a CNN’s Learned Features

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2 Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3236575

Abstract: Convolutional neural networks (CNNs) are increasingly being explored and used for a variety of classification tasks in medical imaging, but current methods for post hoc explainability are limited. Most commonly used methods highlight portions of… read more here.

Keywords: networks figan; adversarial networks; using generative; generative adversarial ... See more keywords