Author

C. A. Whitfield

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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Biophysics· 2

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Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

A. Horsley· 2 shared O. E. Jensen· 2 shared G. J. Collier· 1 shared J. M. Wild· 1 shared P. Latimer· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBiophysics

A. Horsley

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2 papers

Recent·Most cited

BiophysicsJournal of The Royal Society InterfacePeer-reviewedJul 29, 2020

Spectral graph theory efficiently characterises ventilation heterogeneity in lung airway networks.

C. A. Whitfield, P. Latimer, A. Horsley…·O. E. Jensen

This paper introduces the Maury matrix to quantify ventilation heterogeneity in lung airway networks by analyzing spectral properties of airflow resistance.

DOI 10.1098/rsif.2020.0253

spatial transcriptomicsdeep learning

BiophysicsbioRxivAug 9, 2018

Modelling structural determinants of ventilation heterogeneity: a perturbative approach.

C. A. Whitfield, A. Horsley, O. E. Jensen

The paper develops a computational model to simulate ventilation heterogeneity in the lung, showing how structural variations affect clinical indices like LCI and Scond in obstructive lung conditions.

DOI 10.1371/journal.pone.0208049

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