Greenside, Peyton

A Next Generation Connectivity Map: L1000 Platform and the First 1,000,000 Profiles

Subramanian, A., Narayan, R., Corsello, S. M., Peck, D. D., Natoli, T. E., Lu, X., Gould, J., Davis, J. F., Tubelli, A. A., Asiedu, J. K., et al. (2017) · Cell

Gene expression and cancer classificationBioinformatics and Genomic Networks

Cited by 3,515

Learning Important Features Through Propagating Activation Differences

Shrikumar, A., Greenside, P., & Kundaje, A. (2017) · arXiv

Explainable Artificial Intelligence (XAI)Neural Networks and Applications

Cited by 2,761

An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues

Corces, M. R., Trevino, A. E., Hamilton, E. G., Greenside, P. G., Sinnott-Armstrong, N. A., Vesuna, S., Satpathy, A. T., Rubin, A. J., Montine, K. S., Wu, B., et al. (2017) · Nature Methods

Genomics and Chromatin DynamicsChromatin Remodeling and Cancer

Cited by 2,496

Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution

Corces, M. R., Buenrostro, J. D., Wu, B., Greenside, P. G., Chan, S. M., Koenig, J. L., Snyder, M. P., Pritchard, J. K., Kundaje, A., Greenleaf, W. J., et al. (2016) · Nature Genetics

Genomics and Chromatin DynamicsChromatin Remodeling and Cancer

Cited by 1,151

Enhancer connectome in primary human cells identifies target genes of disease-associated DNA elements

Mumbach, M. R., Satpathy, A. T., Boyle, E. A., Dai, C., Gowen, B. G., Cho, S. W., Nguyen, M. L., Rubin, A. J., Granja, J. M., Kazane, K. R., et al. (2017) · Nature Genetics

Genomics and Chromatin DynamicsGenetic Associations and Epidemiology

Cited by 490

Genetic Control of Chromatin States in Humans Involves Local and Distal Chromosomal Interactions

Grubert, F., Zaugg, J. B., Kasowski, M., Ursu, O., Spacek, D. V., Martin, A. R., Greenside, P., Srivas, R., Phanstiel, D. H., Pekowska, A., et al. (2015) · Cell

Genomics and Chromatin DynamicsGenetic Associations and Epidemiology

Cited by 319