Multiscale generative model using regularized skip-connections and perceptual loss for anomaly detection in toxicologic histopathology

Background: Automated anomaly detection is an important tool that has been developed for many real-world applications, including security systems, industrial inspection, and medical diagnostics. Despite extensive use of machine learning for anomaly detection in these varied contexts, it is challengi...

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Main Authors: Philip Zehnder (Author), Jeffrey Feng (Author), Reina N. Fuji (Author), Ruth Sullivan (Author), Fangyao Hu (Author)
Format: Book
Published: Elsevier, 2022-01-01T00:00:00Z.
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