J. Kenneth Tay

Elastic Net Regularization Paths for All Generalized Linear Models

J. Kenneth Tay, Balasubramanian Narasimhan, Trevor Hastie · Journal of Statistical Software · 2023 · 609 citations · Full text

Computing, Biostatistics, Machine Learning +13

Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding

Dennis Shung, Benjamin Au, Richard A. Taylor et al. · Gastroenterology · 2019 · 242 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit

Dennis Shung, Jessie Huang, Egbert Castro et al. · Scientific Reports · 2021 · 33 citations · Full text

Medicine, Biomedical Informatics, Health Informatics +15

Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules

Dennis Shung, Cynthia Tsay, Loren Laine et al. · Journal of Gastroenterology and Hepatology · 2020 · 21 citations · Full text

Computing, Emergency Medicine, Health Informatics +17

Feature-Weighted Elastic Net: Using "Features of Features" for Better Prediction

J. Kenneth Tay, Nima Aghaeepour, Trevor Hastie et al. · Statistica Sinica · 2021 · 12 citations · Full text

Computing, Computer Science, Maternal Health +17