Benchmarking emergency department prediction models with machine learning and public electronic health records F Xie, J Zhou, JW Lee, M Tan, S Li, LSO Rajnthern, ML Chee, ... Scientific Data 9 (1), 658, 2022 | 23 | 2022 |
Development and validation of an interpretable prehospital return of spontaneous circulation (P-ROSC) score for patients with out-of-hospital cardiac arrest using machine … N Liu, M Liu, X Chen, Y Ning, JW Lee, FJ Siddiqui, SE Saffari, AFW Ho, ... Eclinicalmedicine 48, 2022 | 22 | 2022 |
Implementation of Prediction Models in the Emergency Department from an Implementation Science Perspective—Determinants, Outcomes, and Real-World Impact: A Scoping Review SL Chan, JW Lee, MEH Ong, FJ Siddiqui, N Graves, AFW Ho, N Liu Annals of Emergency Medicine, 2023 | 15 | 2023 |
The Role of Drones in Out-of-Hospital Cardiac Arrest: A Scoping Review JCL Lim, N Loh, HH Lam, JW Lee, N Liu, JW Yeo, AFW Ho Journal of Clinical Medicine 11 (19), 5744, 2022 | 13 | 2022 |
Validation of the CaRdiac Arrest Survival Score (CRASS) for predicting good neurological outcome after out-of-hospital cardiac arrest in an Asian emergency medical service system N Liu, J Wnent, JW Lee, Y Ning, AFW Ho, FJ Siddiqui, SL Lim, MYC Chia, ... Resuscitation 176, 42-50, 2022 | 4 | 2022 |
Benchmarking Predictive Risk Models for Emergency Departments with Large Public Electronic Health Records F Xie, J Zhou, JW Lee, M Tan, S Li, LS Rajnthern, ML Chee, ... arXiv preprint arXiv:2111.11017, 2021 | 1 | 2021 |
Interpretable Machine Learning-Based Risk Scoring with Individual and Ensemble Model Selection for Clinical Decision Making H Yuan, J Lee, M Liu, S Li, C Niu, J Wen, F Xie | | 2023 |
Implementation of prediction models in the emergency department from an implementation science perspective—Determinants, outcomes and real-world impact: A scoping review protocol SL Chan, JW Lee, MEH Ong, FJ Siddiqui, N Graves, AFW Ho, N Liu PLoS one 17 (5), 2022 | | 2022 |