Author

M. Eastwood

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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Cancer Biology· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

A. Ben-Hur· 1 shared A. Cross· 1 shared F. Ginty· 1 shared F. Issa· 1 shared F. u. A. A. Minhas· 1 shared H. Sailem· 1 shared J. Hester· 1 shared K. Branson· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperPathology

A. Ben-Hur

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2 papers

Recent·Most cited

Decoding mTOR signalling heterogeneity in the tumour microenvironment using multiplexed imaging and graph convolutional networks

R. Zuhair, M. Eastwood, M. Jones, A. Cross, J. Hester, F. Issa, F. Ginty, H. Sailem

The paper uses multiplexed imaging and graph convolutional networks to analyze mTOR signaling heterogeneity in colorectal tumors and its correlation with patient prognosis.

bioRxiv · Dec 30, 2023 · PreprintCancer Biology

Data-Driven Modelling of Gene Expression States in Breast Cancer and their Prediction from Routine Whole Slide Images

M. Dawood, M. Eastwood, M. Jahanifar, L. Young, A. Ben-Hur, K. Branson, L. Jones, N. Rajpoot, F. u. A. A. Minhas

The paper predicts gene expression states from whole slide images using a graph neural network and identifies co-expressing gene groups with clinical and therapeutic relevance.

bioRxiv · Apr 14, 2023 · PreprintPathology