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Jaeyoung "Jae" Park
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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
472020
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
422021
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
242022
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
112021
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
102022
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
82022
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
32023
Learning a high-dimensional classification rule using auxiliary outcomes
M Liang, X Zhong, J Park
arXiv preprint arXiv:2011.05493, 2020
22020
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
12024
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
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Articles 1–12