Author

T. J. Rademaker

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· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Approach:experimental assay· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

P. Francois· 2 shared A. J. Martins· 1 shared A. Sood· 1 shared C. Schneider· 1 shared C. Shen· 1 shared D. C. Wong· 1 shared D. Langlais· 1 shared D. Rogers· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersImmunology

P. Francois

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2 papers

Recent·Most cited

Pre-existing chromatin accessibility and gene expression differences among naïve CD4+ T cells influence effector potential

D. Rogers, A. Sood, H. Wang, J. J. P. van Beek, T. J. Rademaker, P. Artusa, C. Schneider, C. Shen, D. C. Wong, M.-E. Lebel, S. A. Condotta, M. J. Richer, A. J. Martins, J. S. Tsang, L. Barreiro, , J. N. Mandl

The paper shows pre-existing transcriptional and chromatin differences in naive CD4+ T cells influence their effector lineage potential.

bioRxiv · Apr 21, 2021Immunology

Attack and defence in cellular decision-making: lessons from machine learning

T. J. Rademaker, E. Bengio, P. Francois

The paper draws an analogy between machine learning adversarial attacks and cellular decision-making, showing how antagonism and defence mechanisms shape loss landscapes in both systems.

bioRxiv · Jun 15, 2019Biophysics