Generative Image Translation for Data Augmentation of Bone Lesion Pathology

6 Feb 2019Anant GuptaSrivas VenkateshSumit ChopraChristian Ledig

Insufficient training data and severe class imbalance are often limiting factors when developing machine learning models for the classification of rare diseases. In this work, we address the problem of classifying bone lesions from X-ray images by increasing the small number of positive samples in the training set... (read more)

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