Author

Collin Michael Blakely

University of California, San FranciscoORCID 0000-0001-8134-3651Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Alejandro A. SchäfferiD· 1 shared Craig J. ThomasiD· 1 shared Daniel Lucas KerriD· 1 shared Eytan RuppiniD· 1 shared Ivan V. GrishaginiD· 1 shared Kenneth AldapeiD· 1 shared Oleg V. StroganoviD· 1 shared Peng JiangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alejandro A. SchäfferORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 11, 2022

Predicting patient treatment response and resistance via single-cell transcriptomics of their tumors

Sanju Sinha, Rahulsimham Vegesna, Saugato Rahman Dhruba…·Eytan Ruppin

This paper introduces PERCEPTION, a framework using single-cell transcriptomics to predict cancer treatment response and resistance, outperforming bulk expression-based methods in clinical trials.

3 citations

humanscRNA-seq

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