Author

Finnian Firth

GlaxoSmithKline (United Kingdom)

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

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Genomics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Ching-Hao WangiD· 1 shared Chris Lin· 1 shared Glyn Bradley· 1 shared Jeremy L. EnglandiD· 1 shared Kalin VetsigianiD· 1 shared Lena Granovsky· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Ching-Hao WangORCID

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1 paper

Recent·Most cited

Simple Causal Relationships in Gene Expression Discovered through Deep Learned Collective Variables

Ching-Hao Wang, Kalin Vetsigian, Chris Lin, Finnian Firth, Glyn Bradley, Lena Granovsky, Jeremy L. England

The paper develops a deep learning approach to identify simple causal relationships in gene expression by finding low-dimensional representations that predict genetic perturbation responses.

bioRxiv · Jan 18, 2023 · PreprintGenomics