Order Article Reprints

Hong J-WJ, Wilson DL, Nguyen K, Gellad WF, Diiulio J, Militello L, Yan S, Harle CA, Nelson D, Rosenberg EI, et al. Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE). Journal of Clinical Medicine. 2025; 14(23):8522. https://doi.org/10.3390/jcm14238522

Hong, Je-Won J., Debbie L. Wilson, Khoa Nguyen, Walid F. Gellad, Julie Diiulio, Laura Militello, Shunhua Yan, Christopher A. Harle, Danielle Nelson, Eric I. Rosenberg, and et al. 2025. "Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE)" Journal of Clinical Medicine 14, no. 23: 8522. https://doi.org/10.3390/jcm14238522

Hong, J.-W. J., Wilson, D. L., Nguyen, K., Gellad, W. F., Diiulio, J., Militello, L., Yan, S., Harle, C. A., Nelson, D., Rosenberg, E. I., Schmidt, S., Chang, C.-C. H., Cochran, G., Wu, Y., Staras, S. A. S., Kuza, C., & Lo-Ciganic, W.-H. (2025). Protocol for a Single-Arm Pilot Clinical Trial: Developing and Evaluating a Machine Learning Opioid Prediction & Risk-Stratification E-Platform (DEMONSTRATE). Journal of Clinical Medicine, 14(23), 8522. https://doi.org/10.3390/jcm14238522