| Elastic net regularization paths for all generalized linear models JK Tay, B Narasimhan, T Hastie Journal of statistical software 106, 2023 | 171 | 2023 |
| Validation of a machine learning model that outperforms clinical risk scoring systems for upper gastrointestinal bleeding DL Shung, B Au, RA Taylor, JK Tay, SB Laursen, AJ Stanley, HR Dalton, ... Gastroenterology 158 (1), 160-167, 2020 | 168 | 2020 |
| Principal component-guided sparse regression JK Tay, J Friedman, R Tibshirani Canadian Journal of Statistics 49 (4), 1222-1257, 2021 | 22 | 2021 |
| Neural Network Predicts Need for Red Blood Cell Transfusion for Patients with Acute Gastrointestinal Bleeding Admitted to the Intensive Care Unit D Shung, E Castro, J Huang, K Tay, M Simonov, L Laine, ... Scientific Reports 11, 8827, 2020 | 18 | 2020 |
| Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules D Shung, C Tsay, L Laine, D Chang, F Li, P Thomas, C Partridge, ... Journal of Gastroenterology and Hepatology 36 (6), 1590-1597, 2021 | 15 | 2021 |
| Feature-weighted elastic net: using" features of features" for better prediction JK Tay, N Aghaeepour, T Hastie, R Tibshirani Statistica Sinica, 2021 | 12 | 2021 |
| Reluctant generalised additive modelling JK Tay, R Tibshirani International Statistical Review 88, S205-S224, 2020 | 12 | 2020 |
| Smooth multi-period forecasting with application to prediction of COVID-19 cases E Tuzhilina, TJ Hastie, DJ McDonald, JK Tay, R Tibshirani Journal of Computational and Graphical Statistics, 1-13, 2024 | 1 | 2024 |
| Development and validation of machine learning models to predict outcomes in UGIB with comparison to clinical risk score D Shung, B Au, R Taylor, SB Laursen, AJ Stanley DDW, 325, 2019 | 1 | 2019 |
| A latent factor approach for prediction from multiple assays JK Tay, R Tibshirani arXiv preprint arXiv:1807.05675, 2018 | 1 | 2018 |
| 271: EXTERNAL VALIDATION OF AN ELECTRONIC HEALTH RECORD-BASED DEEP LEARNING MODEL FOR AUTOMATED RAPID RISK STRATIFICATION OF PATIENTS PRESENTING WITH ACUTE GASTROINTESTINAL … D Shung, M Simonov, C Tsay, Y Kawamura, CM Partridge, P Thomas, ... Gastroenterology 162 (7), S-61, 2022 | | 2022 |
| Extending the Reach of the Lasso and Elastic Net Penalties: Methodology and Practice JK Tay Stanford University, 2021 | | 2021 |
