Uncertainty Quantification in Medical Image Segmentation with Normalizing Flows. - Raghavendra Selvan; Frederik Faye; Jon Middleton; Akshay Pai (MLMI@MICCAI, 2020)

Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders. - Jon Middleton; Marko Bauer; Jacob Johansen; Mads Nielsen; Stefan Sommer; Akshay Pai (MAD@MICCAI, 2022)

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI. - Jon Middleton; Marko Bauer; Kaining Sheng; Jacob Johansen; Mathias Perslev; Silvia Ingala; Mads Nielsen; Akshay Pai (NLDL, 2024)