Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging
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In clinical medicine, variables like disease severity are often categorized into discrete ordinal labels such as normal/mild/moderate/severe. However, these labels, commonly used to train and evaluate disease severity prediction models, simplify an underlying ... ...