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Image class translation: visual inspection of class-specific hypotheticals and classification based on translation distance

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Purpose: A major barrier to the implementation of artificial intelligence for medical applications is automated CNNs' lack of explainability and high confidence for incorrect decisions, specifically with out-of-domain samples. W... ...