Author

A. L. Gardner

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

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Brock· 1 shared A. M. Al'Khafaji· 1 shared A. M. Jarrett· 1 shared D. Morgan· 1 shared E. Brenner· 1 shared E. Sontag· 1 shared G. R. Howard· 1 shared K. E. Johnson· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

A. Brock

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1 paper

Recent·Most cited

Integrating multimodal data sets into a mathematical framework to describe and predict therapeutic resistance in cancer

K. E. Johnson, G. R. Howard, D. Morgan, E. Brenner, A. L. Gardner, R. E. Durrett, W. Mo, A. M. Al'Khafaji, E. Sontag, A. M. Jarrett, T. E. Yankeelov, A. Brock

This paper develops a framework integrating single-cell transcriptomic data with longitudinal treatment response data to predict drug resistance in breast cancer, achieving higher predictive accuracy with integrated data.

bioRxiv · Feb 11, 2020Cancer Biology