Christopher Douville

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 1

Top Topics

Generalization Error

Genome Sequencing

Training Set Size

Probabilistic Model

Top Venues

PLoS Comput. Biol.

Publications

Eric W. Bridgeford, Shangsi Wang, Zeyi Wang, Ting Xu, R. Cameron Craddock, Jayanta Dey, Gregory Kiar, William Gray-Roncal, Carlo Colantuoni, Christopher Douville, Stephanie Noble, Carey E. Priebe, Brian Caffo, Michael Milham, Xi-Nian Zuo, Joshua T. Vogelstein
Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics. PLoS Comput. Biol. 17 (9) (2021)
Yun-Ching Chen, Christopher Douville, Cheng Wang, Noushin Niknafs, Grace Yeo, Violeta Beleva Guthrie, Hannah Carter, Peter D. Stenson, David N. Cooper, Biao Li, Sean D. Mooney, Rachel Karchin
A Probabilistic Model to Predict Clinical Phenotypic Traits from Genome Sequencing. PLoS Comput. Biol. 10 (9) (2014)
Christopher Douville, Hannah Carter, Rick Kim, Noushin Niknafs, Mark Diekhans, Peter D. Stenson, David N. Cooper, Michael C. Ryan, Rachel Karchin
CRAVAT: cancer-related analysis of variants toolkit. Bioinform. 29 (5) (2013)