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 |
Development and application of pharmacological statin-associated muscle symptoms phenotyping algorithms using structured and unstructured electronic health records data B Sun, PY Yew, CL Chi, M Song, M Loth, R Zhang, RJ Straka JAMIA open 6 (4), ooad087, 2023 | 3 | 2023 |
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 |
Comparison of the warfarin dosing and outcomes in Hmong versus East Asians patients: Real-world data from an integrated healthcare system B Sun, PY Yew, YF Wen, CL Chi, RJ Straka Cureus 14 (9), 2022 | 1 | 2022 |
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 |
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 |
A comparison of goal attainment using warfarin in Minnesota Hmong versus East Asians and Caucasians within an integrated Healthcare System B Sun, PY Yew, YF Wen, CL Chi, R Straka 2021 ACCP VIRTUAL Annual Meeting, 2021 | | 2021 |