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Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization.

, , , and . ECCV (31), volume 13691 of Lecture Notes in Computer Science, page 474-489. Springer, (2022)

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Semi-supervised Learning of Fetal Anatomy from Ultrasound., , , and . DART/MIL3ID@MICCAI, volume 11795 of Lecture Notes in Computer Science, page 157-164. Springer, (2019)Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks., , , , , and . MICCAI (1), volume 14220 of Lecture Notes in Computer Science, page 162-172. Springer, (2023)Detecting Outliers with Poisson Image Interpolation., , , , , and . MICCAI (5), volume 12905 of Lecture Notes in Computer Science, page 581-591. Springer, (2021)nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods., , , , and . UNSURE@MICCAI, volume 13563 of Lecture Notes in Computer Science, page 103-112. Springer, (2022)Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome., , , , , , , and . CoRR, (2020)Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging., , , , , and . MICCAI (4), volume 11073 of Lecture Notes in Computer Science, page 151-158. Springer, (2018)Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing., , , , , , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 221-234. Springer, (2019)Divergent Search for Few-Shot Image Classification., and . CoRR, (2020)Detecting Outliers with Foreign Patch Interpolation., , , , and . CoRR, (2020)Ultrasound Video Summarization Using Deep Reinforcement Learning., , , , , and . MICCAI (3), volume 12263 of Lecture Notes in Computer Science, page 483-492. Springer, (2020)