469 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Technology SydneyAU3 papers
- UNSW SydneyAU3 papers
- Australian Institute of Nuclear Science and EngineeringAU2 papers
- The University of AdelaideAU2 papers
- The University of SydneyAU2 papers
- Australian Centre for Robotic VisionAU1 paper
- Australian Institute of Policy and ScienceAU1 paper
- Beijing University of TechnologyCN1 paper
- Broad InstituteUS1 paper
- Center for Scalable Data Analytics and Artificial IntelligenceDE1 paper
- Center for Systems Biology DresdenDE1 paper
- Centre Inria de SaclayFR1 paper
Showing 2022Show all
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cs.CV2022★ 469 cited
Metrics reloaded: Recommendations for image analysis validation
Lena Maier-Hein, Annika Reinke, Patrick Godau +71
Increasing evidence shows that flaws in machine learning (ML) algorithm validation are an underestimated global problem. Particularly in automatic biomedical image analysis, chosen…
eess.IV2022★ 11 cited
Mutual information neural estimation for unsupervised multi-modal registration of brain images
Gerard Snaauw, Michele Sasdelli, Gabriel Maicas +4
Many applications in image-guided surgery and therapy require fast and reliable non-linear, multi-modal image registration. Recently proposed unsupervised deep learning-based regis…