Author

Maximilian Woollard

The University of Sydney

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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Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Organism:human· 1 Organism:mouse· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander SwarbrickiD· 1 shared Berthold GöttgensiD· 1 shared Hanyun ZhangiD· 1 shared Jeremy MoiD· 1 shared Linh H. NghiemiD· 1 shared Luke T. G. HarlandiD· 1 shared Pratibha PanwariD· 1 shared Shila GhazanfariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperGenomics

Alexander SwarbrickORCID

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1 paper

Recent·Most cited

Weighted sliced inverse regression for scalable supervised dimensionality reduction of spatial transcriptomics data

Maximilian Woollard, Pratibha Panwar, Luke T. G. Harland, Jeremy Mo, Hanyun Zhang, Alexander Swarbrick, Berthold Göttgens, Shila Ghazanfar, Linh H. Nghiem

This paper introduces wSIR, a scalable supervised dimensionality reduction method for spatial transcriptomics data, which retains predictive power of spatial coordinates and is demonstrated on breast cancer and embryonic development datasets.

Nature Communications · Sep 3, 2026Peer-reviewedGenomics