Author

D. Clifton

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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Bioengineering· 1 Microbiology· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Approach:experimental assay· 2 Organism:human· 2 Assay:clinical cohort / trial· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:electrophysiology· 1 Approach:graph neural network· 1

Frequent Co-Authors

T. Zhu· 2 shared A. L. Gibertoni Cruz· 1 shared A. Roohi· 1 shared A. S. Walker· 1 shared C. L. Thwaites· 1 shared C. Lintott· 1 shared C. Nguyen· 1 shared C. Pugh· 1 shared

Activity by Year

2019-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersMicrobiology

T. Zhu

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Patient Clustering and Classification for Vital Organ Failure Using ICD Code with Graph Attention

Z. Liu, Y. Hu, G. Mertes, Y. Yang, D. Clifton

This paper clusters and classifies patients with organ failure using ICD codes and graph attention networks, identifying two disease severity-related clusters.

bioRxiv · Nov 7, 2022 · PreprintBioengineering

BashTheBug: a crowd of volunteers reproducibly and accurately measure the minimum inhibitory concentrations of 13 antitubercular drugs from photographs of 96-well broth microdilution plates.

P. W. Fowler, C. Wright, H. Spiers, T. Zhu, E. M. Baeten, S. W. Hoosdally, A. L. Gibertoni Cruz, A. Roohi, S. Kouchaki, T. M. Walker, T. E. Peto, G. Miller, C. Lintott, D. Clifton, D. W. Crook, , The CRyPTIC Consortium

BashTheBug uses crowdsourced volunteers to accurately measure MICs of 13 antitubercular drugs from microdilution plates, showing median/mode of classifications is sufficient.

bioRxiv · Jul 20, 2021Microbiology

Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus

H. T. H. Duong, G. Abebe Tadesse, P. T. H. Nhat, N. V. Hao, J. Prince, T. D. Duong, T. T. Kien, L. V. Tan, C. Pugh, H. T. Loan, C. Nguyen, L. M. Yen, T. Zhu, D. Clifton, C. L. Thwaites

The paper measures heart rate variability in tetanus patients to assess autonomic nervous system dysfunction, finding reduced HRV in those with severe ANSD.

bioRxiv · Oct 4, 2019Pathology