Author

Mohammed Yassin

Peter MacCallum Cancer Centre

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· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Damien G. HicksiD· 2 shared Sarah May RusselliD· 2 shared Kajal ZibaeiiD· 1 shared Khelina FedorchukiD· 1 shared Terence Paul SpeediD· 1 shared

Activity by Year

2019-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Damien G. HicksORCID

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2 papers

Recent·Most cited

DeepKymoTracker: A tool for accurate construction of cell lineage trees for highly motile cells

Khelina Fedorchuk, Sarah May Russell, Kajal Zibaei, Mohammed Yassin, Damien G. Hicks

DeepKymoTracker constructs accurate cell lineage trees for highly motile cells by combining tracking and segmentation with 3D CNNs, outperforming existing tools in benchmark tests.

PLoS ONE · Feb 10, 2025Peer-reviewedBioinformatics

Maps of variability in cell lineage trees

Damien G. Hicks, Terence Paul Speed, Mohammed Yassin, Sarah May Russell

The paper introduces lineage variability maps to quantify variation in cell lineage trees, showing how phenotype is determined by founder cells and how cell fate becomes more restricted over generations.

PLoS Computational Biology · Feb 12, 2019Peer-reviewedSystems Biology