| Distinguishing features of Long COVID identified through immune profiling J Klein, J Wood, JR Jaycox, RM Dhodapkar, P Lu, JR Gehlhausen, ... Nature 623 (7985), 139-148, 2023 | 277 | 2023 |
| Big data modeling to predict platelet usage and minimize wastage in a tertiary care system L Guan, X Tian, S Gombar, AJ Zemek, G Krishnan, R Scott, B Narasimhan, ... Proceedings of the National Academy of Sciences 114 (43), 11368-11373, 2017 | 71 | 2017 |
| Localized conformal prediction: A generalized inference framework for conformal prediction L Guan Biometrika 110 (1), 33-50, 2023 | 52* | 2023 |
| Prediction and outlier detection in classification problems L Guan, R Tibshirani Journal of the Royal Statistical Society. Series B, Statistical Methodology …, 2022 | 50 | 2022 |
| Approximate 0-penalized estimation of piecewise-constant signals on graphs Z Fan, L Guan Annals of Statistics 46 (6B), 3217-3245, 2018 | 36 | 2018 |
| Phenotypes of disease severity in a cohort of hospitalized COVID-19 patients: results from the IMPACC study A Ozonoff, J Schaenman, ND Jayavelu, CE Milliren, CS Calfee, CB Cairns, ... EBioMedicine 83, 2022 | 33 | 2022 |
| Immunophenotyping assessment in a COVID-19 cohort (IMPACC): A prospective longitudinal study IMPACC Manuscript Writing Team, IMPACC Network Steering Committee, ... Science immunology 6 (62), eabf3733, 2021 | 26 | 2021 |
| Increased T cell differentiation and cytolytic function in Bangladeshi compared to American children LE Wagar, CR Bolen, N Sigal, CJ Lopez Angel, L Guan, BD Kirkpatrick, ... Frontiers in immunology 10, 2239, 2019 | 16 | 2019 |
| Multi-omic longitudinal study reveals immune correlates of clinical course among hospitalized COVID-19 patients J Diray-Arce, S Fourati, ND Jayavelu, R Patel, C Maguire, AC Chang, ... Cell Reports Medicine 4 (6), 2023 | 12 | 2023 |
| Scalable multi-sample single-cell data analysis by partition-assisted clustering and multiple alignments of networks YH Li, D Li, N Samusik, X Wang, L Guan, GP Nolan, WH Wong PLoS Computational Biology 13 (12), e1005875, 2017 | 7 | 2017 |
| Post model‐fitting exploration via a “Next‐Door” analysis L Guan, R Tibshirani Canadian Journal of Statistics 48 (3), 447-470, 2020 | 6 | 2020 |
| Exon expression QTL (eeQTL) analysis highlights distant genomic variations associated with splicing regulation L Guan, Q Yang, M Gu, L Chen, X Zhang Quantitative Biology 2, 71-79, 2014 | 6 | 2014 |
| Predictive overfitting in immunological applications: Pitfalls and solutions JP Gygi, SH Kleinstein, L Guan Human Vaccines & Immunotherapeutics 19 (2), 2251830, 2023 | 5 | 2023 |
| Supervised learning via the “Hubnet” procedure L Guan, Z Fan, R Tibshirani Statistica Sinica 28 (3), 1225, 2018 | 4* | 2018 |
| Early cellular and molecular signatures correlate with severity of West Nile virus infection HJ Lee, Y Zhao, I Fleming, S Mehta, X Wang, B Vander Wyk, SE Ronca, ... Iscience 26 (12), 2023 | 3 | 2023 |
| A conformal test of linear models via permutation-augmented regressions L Guan arXiv preprint arXiv:2309.05482, 2023 | 3 | 2023 |
| Detecting strong signals in gene perturbation experiments: an adaptive approach with power guarantee and FDR control L Guan, X Chen, W Hung Wong Journal of the American Statistical Association 115 (532), 1747-1755, 2020 | 3 | 2020 |
| Integrated longitudinal multiomics study identifies immune programs associated with acute COVID-19 severity and mortality JP Gygi, C Maguire, RK Patel, P Shinde, A Konstorum, CP Shannon, L Xu, ... The Journal of Clinical Investigation 134 (9), 2024 | 2* | 2024 |
| -norm constrained multi-block sparse canonical correlation analysis via proximal gradient descent L Guan arXiv preprint arXiv:2201.05289, 2022 | 2 | 2022 |
| Test error estimation after model selection using validation error L Guan arXiv preprint arXiv:1801.02817, 2018 | 2 | 2018 |
