| Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction X Song, ASL Yu, JA Kellum, LR Waitman, ME Matheny, SQ Simpson, ... Nature communications 11 (1), 5668, 2020 | 79 | 2020 |
| Robust clinical marker identification for diabetic kidney disease with ensemble feature selection X Song, LR Waitman, Y Hu, ASL Yu, D Robins, M Liu Journal of the American Medical Informatics Association 26 (3), 242-253, 2019 | 67 | 2019 |
| COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model J Wang, N Abu-el-Rub, J Gray, HA Pham, Y Zhou, FJ Manion, M Liu, ... Journal of the American Medical Informatics Association 28 (6), 1275-1283, 2021 | 54 | 2021 |
| Longitudinal risk prediction of chronic kidney disease in diabetic patients using a temporal-enhanced gradient boosting machine: retrospective cohort study X Song, LR Waitman, SL Alan, DC Robbins, Y Hu, M Liu JMIR medical informatics 8 (1), e15510, 2020 | 48 | 2020 |
| Antibiotic timing and progression to septic shock among patients in the ED with suspected infection R Bisarya, X Song, J Salle, M Liu, A Patel, SQ Simpson Chest 161 (1), 112-120, 2022 | 34 | 2022 |
| Causal risk factor discovery for severe acute kidney injury using electronic health records W Chen, Y Hu, X Zhang, L Wu, K Liu, J He, Z Tang, X Song, LR Waitman, ... BMC medical informatics and decision making 18, 57-63, 2018 | 21 | 2018 |
| Derivation and validation of essential predictors and risk index for early detection of diabetic retinopathy using electronic health records R Wang, Z Miao, T Liu, M Liu, K Grdinovac, X Song, Y Liang, D Delen, ... Journal of Clinical Medicine 10 (7), 1473, 2021 | 18 | 2021 |
| Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS … LR Waitman, X Song, DL Walpitage, DC Connolly, LP Patel, M Liu, ... Journal of the American Medical Informatics Association 29 (4), 660-670, 2022 | 13 | 2022 |
| The impact of medical big data anonymization on early acute kidney injury risk prediction X Song, LR Waitman, Y Hu, B Luo, F Li, M Liu AMIA Summits on Translational Science Proceedings 2020, 617, 2020 | 10 | 2020 |
| An exploration of ontology-based EMR data abstraction for diabetic kidney disease prediction X Song, LR Waitman, Y Hu, SL Alan, D Robbins, M Liu AMIA Summits on Translational Science Proceedings 2019, 704, 2019 | 7 | 2019 |
| Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management A Furmanchuk, M Liu, X Song, LR Waitman, JR Meurer, K Osinski, ... BMJ Open Diabetes Research and Care 9 (Suppl 1), e002205, 2021 | 5 | 2021 |
| Clinical factors associated with rapid treatment of sepsis X Song, M Liu, LR Waitman, A Patel, SQ Simpson Plos one 16 (5), e0250923, 2021 | 4 | 2021 |
| Asymptotic Efficiency in Sequential Designs for Estimating Product of 𝒌 Means in the Exponential Family Case X Song, K Rekab Journal of Applied Mathematics 4 (1), 50-69, 2017 | 4 | 2017 |
| Medications and conditions associated with weight loss in patients prescribed semaglutide based on real‐world data W Powell, X Song, Y Mohamed, D Walsh, EJ Parks, TM McMahon, ... Obesity 31 (10), 2482-2492, 2023 | 2 | 2023 |
| A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program V Lorman, H Razzaghi, X Song, K Morse, L Utidjian, AJ Allen, S Rao, ... PloS one 18 (8), e0289774, 2023 | 2 | 2023 |
| Implementing a home-based virtual hypertension programme—a pilot feasibility study A Gupta, SD Ellis, C Burkhardt, K Young, DR Mazzotti, J Mahnken, ... Family Practice 40 (2), 414-422, 2023 | 2 | 2023 |
| Electronic health record data quality variability across a multistate clinical research network Y Mohamed, X Song, TM McMahon, S Sahil, M Zozus, Z Wang, ... Journal of Clinical and Translational Science 7 (1), e130, 2023 | 2 | 2023 |
| Design of a pragmatic randomized implementation effectiveness trial testing a health system wide hypertension program for older adults A Gupta, H Chouhdry, SD Ellis, K Young, J Mahnken, B Comfort, ... Contemporary Clinical Trials, 107466, 2024 | 1 | 2024 |
| Avenues for strengthening PCORnet’s capacity to advance patient-centered economic outcomes in patient-centered outcomes research (PCOR) LR Waitman, LC Bailey, MJ Becich, K Chung-Bridges, SB Dusetzina, ... Medical Care 61 (12), S153-S160, 2023 | 1 | 2023 |
| Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data MKZ Rana, X Song, H Islam, T Paul, K Alaboud, LR Waitman, ASM Mosa AMIA Summits on Translational Science Proceedings 2023, 448, 2023 | 1 | 2023 |
