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• › Lesion Load Distribution Unlike Other Mix Based Methods Lesionmix Allows For The Generation Of Datasets With Varying Lesion Load Distribution The Load Distribution P V Is A Probability Distribution Function For Lesion Volume V It Characterises The Degree Of Severity Of The Disease We Experiment With Six Different Lesion Load Distributions Low Medium High Uniform Gaussian And Real Real Denotes The Real Distribution Learnt From The Data The Other Five Are Parametric Distribution Functions With Parameters Described In Figure 2 For Each Image To Be Augmented We Sample The Target Lesion Load Vtar From The Distribution And Apply Lesion Populating Or Inpainting Iteratively To Achieve This Target If Vtar Is Lower Than Vcur Lesion Inpainting Is Applied If Vtar Is Greater Than Vcur Lesion Populating Is Applied We Present Examples Of
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