Publications
For a full list of publications, please refer to Dr. Stevens's Google Scholar page
here.
2023
- Tan, Y., Young, M., Girish, A., Hu, B., Kurian, Z., Greenstein, J. L., ... & Bergmann, J. (2023). Predicting respiratory decompensation in mechanically ventilated adult ICU patients. Frontiers in Physiology, 14, 1125991.
- Gong, K. D., Lu, R., Bergamaschi, T. S., Sanyal, A., Guo, J., Kim, H. B., ... & Stevens, R. D. (2023). Predicting intensive care delirium with machine learning: model development and external validation. Anesthesiology, 138(3), 299-311.
2022
- Wong, A. K. I., Kim, H., Charpignon, M. L., Carvalho, L., Monares-Zepeda, E., Madushani, R. W. M. A., ... & Mireles-Cabodevila, E. (2022). A method to explore variations of ventilator-associated event surveillance definitions in large critical care databases in the United States. Critical Care Explorations, 4(11), e0790.
- Azad, T. D., Shah, P. P., Kim, H. B., & Stevens, R. D. (2022). Endotypes and the path to precision in moderate and severe traumatic brain injury. Neurocritical care, 37(Suppl 2), 259-266.
- Kim, H. B., Nguyen, H. T., Jin, Q., Tamby, S., Romer, T. G., Sung, E., ... & Stevens, R. D. (2022). Computational signatures for post-cardiac arrest trajectory prediction: Importance of early physiological time series. Anaesthesia Critical Care & Pain Medicine, 41(1), 101015.
2021
- Bhattacharyay, S., Rattray, J., Wang, M., Dziedzic, P. H., Calvillo, E., Kim, H. B., ... & Stevens, R. D. (2021). Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury. Scientific reports, 11(1), 23654.
- Wong, A. K. I., Charpignon, M., Kim, H., Josef, C., De Hond, A. A., Fojas, J. J., ... & Celi, L. A. (2021). Analysis of discrepancies between pulse oximetry and arterial oxygen saturation measurements by race and ethnicity and association with organ dysfunction and mortality. JAMA network open, 4(11), e2131674-e2131674.
- Palepu, A. K., Murali, A., Ballard, J. L., Li, R., Ramesh, S., Nguyen, H., ... & Stevens, R. D. (2021). Digital signatures for early traumatic brain injury outcome prediction in the intensive care unit. Scientific reports, 11(1), 19989.
2020
- Slooter, A. J., Otte, W. M., Devlin, J. W., Arora, R. C., Bleck, T. P., Claassen, J., ... & Stevens, R. D. (2020). Updated nomenclature of delirium and acute encephalopathy: statement of ten Societies. Intensive care medicine, 46, 1020-1022.
- Provencio, J. J., Hemphill, J. C., Claassen, J., Edlow, B. L., Helbok, R., Vespa, P. M., ... & Neurocritical Care Society Curing Coma Campaign. (2020, August). The curing coma campaign: framing initial scientific challenges—proceedings of the first curing coma campaign scientific advisory council meeting. In Neurocritical care (Vol. 33, pp. 1-12). Springer US.
- Hannawi, Y., Muschelli, J., Mulder, M., Sharrock, M., Storm, C., Leithner, C., ... & Stevens, R. D. (2020). Postcardiac arrest neurological prognostication with quantitative regional cerebral densitometry. Resuscitation, 154, 101-109.
- Robba, C., Poole, D., McNett, M., Asehnoune, K., Bösel, J., Bruder, N., ... & Stevens, R. D. (2020). Mechanical ventilation in patients with acute brain injury: recommendations of the European Society of Intensive Care Medicine consensus. Intensive care medicine, 46, 2397-2410.
- Fidali, B. C., Stevens, R. D., & Claassen, J. (2020). Novel approaches to prediction in severe brain injury. Current opinion in neurology, 33(6), 669-675.