Characteristics of patients using different patient portal functions and the impact on primary care service utilization and appointment adherence: retrospective observational study X Zhong, J Park, M Liang, F Shi, PR Budd, JL Sprague, MA Dewar Journal of Medical Internet Research 22 (2), e14410, 2020 | 47 | 2020 |
Predicting 90 day acute heart failure readmission and death using machine learning‐supported decision analysis FB Sarijaloo, J Park, X Zhong, A Wokhlu Clinical cardiology 44 (2), 230-237, 2021 | 42 | 2021 |
A multidisciplinary approach to the development of digital twin models of critical care delivery in intensive care units X Zhong, F Babaie Sarijaloo, A Prakash, J Park, C Huang, A Barwise, ... International Journal of Production Research 60 (13), 4197-4213, 2022 | 24 | 2022 |
The causal relationship between portal usage and self-efficacious health information–seeking behaviors: secondary analysis of the health information national trends survey data J Park, M Liang, JM Alpert, RF Brown, X Zhong Journal of medical Internet research 23 (1), e17782, 2021 | 11 | 2021 |
Investigating the cognitive capacity constraints of an ICU care team using a systems engineering approach J Park, X Zhong, Y Dong, A Barwise, BW Pickering BMC anesthesiology 22 (1), 1-13, 2022 | 10 | 2022 |
Tailored risk assessment of 90‐day acute heart failure readmission or all‐cause death to heart failure with preserved versus reduced ejection fraction J Park, X Zhong, F Babaie Sarijaloo, A Wokhlu Clinical Cardiology, 2022 | 8 | 2022 |
Preoperative Prediction and Risk Factor Identification of Hospital Length of Stay for Total Joint Arthroplasty Patients Using Machine Learning J Park, X Zhong, EN Miley, CF Gray Arthroplasty Today 22, 101166, 2023 | 3 | 2023 |
Learning a high-dimensional classification rule using auxiliary outcomes M Liang, X Zhong, J Park arXiv preprint arXiv:2011.05493, 2020 | 2 | 2020 |
Machine Learning-Based Predictive Models for 90-Day Readmission of Total Joint Arthroplasty Using Comprehensive Electronic Health Records and Patient-Reported Outcome Measures J Park, X Zhong, EN Miley, RS Rutledge, J Kakalecik, MC Johnson, ... Arthroplasty Today 25, 101308, 2024 | 1 | 2024 |
Efficient surrogate-assisted inference for patient-reported outcome measures with complex missing mechanism J Park, M Liang, YQ Zhao, X Zhong arXiv preprint arXiv:2210.09362, 2022 | | 2022 |
A HIGH-PERFORMANCE MACHINE LEARNING MODEL TO PREDICT 90-DAY ACUTE HEART FAILURE READMISSION AND DEATH IN HEART FAILURE WITH PRESERVED EJECTION FRACTION J Park, FB Sarijaloo, C Canha, X Zhong, A Wokhlu Journal of the American College of Cardiology 77 (18_Supplement_1), 783-783, 2021 | | 2021 |
Robust and flexible learning of a high-dimensional classification rule using auxiliary outcomes M Liang, J Park, Q Lu, X Zhong arXiv preprint arXiv:2011.05493, 2020 | | 2020 |