Improving Dense Pixelwise Prediction of Epithelial Density Using Unsupervised Data Augmentation for Consistency Regularization

Minh Nguyen Nhat To, Sandeep Sankineni, Sheng Xu 0001, Baris Turkbey, Peter A. Pinto, Vanessa Moreno, MarĂ­a Merino 0002, Bradford J. Wood, Jin Tae Kwak. Improving Dense Pixelwise Prediction of Epithelial Density Using Unsupervised Data Augmentation for Consistency Regularization. In Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I. Volume 12261 of Lecture Notes in Computer Science, pages 572-581, Springer, 2020. [doi]

Abstract

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