Imperial College London
Department of Computing
Ben Glocker Professor in Machine Learning for Imaging
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Recent Papers

  • Langley et al. (2022) Structured Uncertainty in the Observation Space of Variational Autoencoders
  • Bernhardt et al. (2022) Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed
  • Bernhardt et al. (2022) Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms
  • Liu et al. (2022) The medical algorithmic audit
  • Bernhardt et al. (2022) Active label cleaning for improved dataset quality under resource constraints
  • Sinclair et al. (2022) Atlas-ISTN: Joint segmentation and registration and atlas construction with image-and-spatial transformer networks
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bernhardt2022active

2022 (1)

  • Mélanie Bernhardt, Daniel C. Castro, Ryutaro Tanno, Anton Schwaighofer, Kerem C. Tezcan, Miguel Monteiro, Shruthi Bannur, Matthew P. Lungren, Aditya Nori, Ben Glocker, Javier Alvarez-Valle, Ozan Oktay, Active label cleaning for improved dataset quality under resource constraints, Nature Communications, 2022
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