Karen Sachs
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Abstract
Single-cell data creates computational opportunities for discovery in disease and human health.
- Bendall et. al. Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum. Science 332, 6030 (2011), 687--696.Google Scholar
Cross Ref
- van der Maaten, L.J.P et al Visualizing high-dimensional data using t-SNE. Journal of Machine Learning Research 9 (2008), 2579--2605; http://jmlr.org/papers/volume9/vandermaaten08a/vandermaaten08a.pdfGoogle Scholar
- Sachs, K. Causal protein-signaling networks derived from multiparameter single-cell data. Science 308, 5721 (2005), 523--529.Google ScholarCross Ref
- Bodenmiller et al. Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators. Nature Biotechnology 30, 9 (2012), 858--867.Google ScholarCross Ref
Index Terms
- Big data comes in tiny packages: single-cell driven science and health
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