Author

William Geraint Morgans

University of ManchesterORCID 0000-0001-8292-7106Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scATAC-seq· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Mudassar IqbaliD· 2 shared Amin AliiD· 1 shared Andrew D SharrocksiD· 1 shared Diego Fernando SancheziD· 1 shared Magnus RattrayiD· 1 shared Mohamed GhafooriD· 1 shared Qian ZhaoiD· 1 shared Robert Glen BristowiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Mudassar IqbalORCID

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2 papers

Recent·Most cited

BioinformaticsNucleic Acids ResearchPeer-reviewedMar 20, 2025

CellPie: a scalable spatial transcriptomics factor discovery method via joint non-negative matrix factorization

Sokratia Georgaka, William Geraint Morgans, Qian Zhao…·Magnus Rattray

CellPie is a fast, unsupervised method for factor discovery in spatial transcriptomics using joint non-negative matrix factorization, showing improved performance on human cancer datasets.

13 citations

humanspatial transcriptomics

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BioinformaticsbioRxivPreprintSep 25, 2023

Scalable joint non-negative matrix factorisation for paired single cell gene expression and chromatin accessibility data

William Geraint Morgans, Andrew D Sharrocks, Mudassar Iqbal

The paper introduces intNMF, a scalable method for integrating single cell gene expression and chromatin accessibility data, showing improved efficiency and interpretability in analyzing biological systems.

2 citations

scRNA-seqscATAC-seq

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