They focus on rigorous study of medical data related to machine learning systems.
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic. This book constitutes the refereed proceedings of the First MICCAI Workshop on Deep Generative Models, DG4MICCAI 2021, and the First MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, DALI 2021, held in conjunction with MICCAI 2021, in October 2021. For DALI 2021, 15 papers from 32 submissions were accepted for publication. DG4MICCAI 2021 accepted 12 papers from the 17 submissions received.