Multi-scale inference of genetic trait architecture using biologically annotated neural networks P Demetci, W Cheng, G Darnell, X Zhou, S Ramachandran, L Crawford PLoS genetics 17 (8), e1009754, 2021 | 18 | 2021 |
Estimation of non-null SNP effect size distributions enables the detection of enriched genes underlying complex traits W Cheng, S Ramachandran, L Crawford PLoS genetics 16 (6), e1008855, 2020 | 10 | 2020 |
Redefining replication in multi-ancestry genome-wide association studies SP Smith, S Shahamatda, W Cheng, J Paik, M Graff, C Haiman, TC Matise, ... Biox-rv, 2021 | 8* | 2021 |
Inference in high-dimensional multivariate response regression with hidden variables X Bing, W Cheng, H Feng, Y Ning Journal of the American Statistical Association, 1-12, 2023 | 5 | 2023 |
Uncertainty quantification in variable selection for genetic fine-mapping using bayesian neural networks W Cheng, S Ramachandran, L Crawford Iscience 25 (7), 2022 | 3 | 2022 |
SimpleChrome: Encoding of Combinatorial Effects for Predicting Gene Expression W Cheng, G Murtaza, A Wang arXiv preprint arXiv:2012.08671, 2020 | 2 | 2020 |
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes W Cheng, G Darnell, S Ramachandran, L Crawford arXiv preprint arXiv:2007.10389, 2020 | 1 | 2020 |