Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning CL Chi, J Wang, PY Yew, T Lenskaia, M Loth, PM Pradhan, Y Liang, ... Journal of biomedical informatics 128, 104029, 2022 | 7 | 2022 |
A population-based study of simvastatin drug-drug interactions in cardiovascular disease patients J Wang, CL Chi, WLS Peter, A Carlson, M Loth, PM Pradhan, Y Liang, ... AMIA Summits on Translational Science proceedings 2020, 664, 2020 | 2 | 2020 |
Decision rules for personalized statin treatment prescriptions over multi-objectives PY Yew, Y Liang, TJ Adam, J Wolfson, PJ Tonellato, CL Chi Experimental Biology and Medicine 248 (24), 2526-2537, 2023 | 1 | 2023 |
Development and Validation of the Pharmacological Statin‐Associated Muscle Symptoms Risk Stratification Score Using Electronic Health Record Data B Sun, PY Yew, CL Chi, M Song, M Loth, Y Liang, R Zhang, RJ Straka Clinical Pharmacology & Therapeutics, 2024 | | 2024 |
Measuring the Impact of Primary Care Team Composition on Patient Activation Utilizing Electronic Health Record Big Data Analytics KK Will, Y Liang, CL Chi, G Lamb, M Todd, C Delaney Journal of Patient-Centered Research and Reviews 11 (1), 18, 2024 | | 2024 |
Personalized statin treatment plan using counterfactual approach with multi-objective optimization over benefits and risks Y Liang, PY Yew, M Loth, TJ Adam, J Wolfson, PJ Tonellato, CL Chi Informatics in medicine unlocked 42, 101362, 2023 | | 2023 |
Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning PM Pradhan, M Loth, P Tonellato, Y Liang, TJ Adam, CL Chi, PY Yew, ... 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022 | | 2022 |
Patient Centered Prescription Using Optimization Algorithms for Statin Users Y Liang, T Lenskaia, M Loth, P Pradhan, PY Yew, JG Robinson, T Adam, ... Circulation 144 (Suppl_1), A13604-A13604, 2021 | | 2021 |