Author

Christopher Ball

Novartis (Switzerland)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:statistical model· 1

Frequent Co-Authors

Giacomo Deodato· 1 shared Imtiaz HossainiD· 1 shared Stephan Spiegel· 1 shared Xian ZhangiD· 1 shared Xian ZhangiD· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 4 mutual co-author links

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1 shared paperBioinformatics

Giacomo Deodato

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2 papers

Recent·Most cited

Bayesian Neural Networks for Cellular Image Classification and Uncertainty Analysis

Giacomo Deodato, Christopher Ball, Xian Zhang

This study implements Bayesian neural networks to improve classification accuracy and analyze uncertainty in biomedical imaging datasets.

bioRxiv · May 1, 2020 · PreprintBioinformatics

Metadata-Guided Visual Representation Learning for Biomedical Images

Stephan Spiegel, Imtiaz Hossain, Christopher Ball, Xian Zhang

This paper introduces metadata-guided visual representation learning for clustering biomedical images without image-level annotations, showing it effectively groups images by phenotype.

bioRxiv · Aug 28, 2019 · PreprintBioinformatics