Korthauer, Keegan

Transparency and reproducibility in artificial intelligence

Haibe-Kains, B., Adam, G. A., Hosny, A., Khodakarami, F., Massive Analysis Quality Control (MAQC) Society Board of Directors, Shraddha, T., Kusko, R., Sansone, S.-A., Tong, W., Wolfinger, R. D., et al. (2020) · Nature

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 540

A practical guide to methods controlling false discoveries in computational biology

Korthauer, K., Kimes, P. K., Duvallet, C., Reyes, A., Subramanian, A., Teng, M., Shukla, C., Alm, E. J., & Hicks, S. C. (2019) · Genome Biology

Statistical Methods in Clinical TrialsBioinformatics and Genomic Networks

Cited by 436

A Somatically Acquired Enhancer of the Androgen Receptor Is a Noncoding Driver in Advanced Prostate Cancer

Takeda, D. Y., Spisák, S., Seo, J.-H., Bell, C., O’Connor, E., Korthauer, K., Ribli, D., Csabai, I., Solymosi, N., Szállási, Z., et al. (2018) · Cell

Prostate Cancer Treatment and ResearchChromatin Remodeling and Cancer

Cited by 317

A statistical approach for identifying differential distributions in single-cell RNA-seq experiments

Korthauer, K. D., Chu, L.-F., Newton, M. A., Li, Y., Thomson, J., Stewart, R., & Kendziorski, C. (2016) · Genome Biology

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 273

Genome-wide repressive capacity of promoter DNA methylation is revealed through epigenomic manipulation

Korthauer, K., & Irizarry, R. A. (2018) · bioRxiv (Cold Spring Harbor Laboratory)

Epigenetics and DNA MethylationGenomics and Chromatin Dynamics

Cited by 14