| 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 | 13 | 2022 |
| Unraveling the multiple chronic conditions patterns among people with Alzheimer's disease and related dementia: A machine learning approach to incorporate synergistic interactions PY Yew, R Devera, Y Liang, RAE Khalifa, J Sun, NC Chi, YC Chou, ... Alzheimer's & dementia 20 (7), 4818-4827, 2024 | 3 | 2024 |
| A population-based study of simvastatin drug-drug interactions in cardiovascular disease patients J Wang, CL Chi, WL St 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 |
| Potential impact of blood cholesterol guidelines on statin treatment in the US population using interrupted time series analysis PY Yew, M Loth, TJ Adam, J Wolfson, Y Liang, PJ Tonellato, CL Chi BMC Cardiovascular Disorders 24 (1), 245, 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 |
| 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 115 (4), 839-846, 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 |
