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eess.IV2021★ 1 cited
Variational Knowledge Distillation for Disease Classification in Chest X-Rays
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring +1
Disease classification relying solely on imaging data attracts great interest in medical image analysis. Current models could be further improved, however, by also employing Electr…
eess.IV2020
Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning
Tom van Sonsbeek, Veronika Cheplygina
Deep learning has led to state-of-the-art results for many medical imaging tasks, such as segmentation of different anatomical structures. With the increased numbers of deep learni…