Conference proceedings


Sharafoddini A, Dubin JA, Lee J.  Finding similar patient subpopulations in the ICU using laboratory test ordering patterns.  In: Proceedings of the 2018 7th International Conference on Bioinformatics and Biomedical Science (ICBBS), ISBN: 978-1-4503-6409-6, pp. 72-77, 2018.

M. A. H. Zahid and J. Lee. Mortality prediction with self normalizing neural networks in intensive care unit patients. In: Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 226-229, 2018.

N. Tran and J. Lee. Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit. In: Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 283-286, 2018.


J. Lee. Personalized mortality prediction for the critically ill using a patient similarity metric and bagging. In: Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 332-335, 2016.


Z. Zhang, J. Lee, D. J. Scott, L. Lehman, and R. G. Mark. A research infrastructure for real-time evaluation of predictive algorithms for intensive care units. In: Proceedings of the ICME International Conference on Complex Medical Engineering, 109–114, 2013.


L. Lehman, M. Saeed, W. Long, J. Lee, and R. Mark. Risk stratification of ICU patients using topic models inferred from unstructured progress notes. In: Proceedings of the American Medical Informatics Association 2012 Annual Symposium, 505–511, 2012.

M. G. Shrime, B. S. Ferket, D. J. Scott, J. Lee, L. A. Celi, M. Hunink, and P. S. Lai. Using Markov models to determine the optimal duration for a trial of intensive care in patients with active cancer and septic shock. American Journal of Respiratory and Critical Care Medicine, 185:A3998, 2012.

J. Lee, R. Kothari, J. A. Ladapo, D. J. Scott, and L. A. Celi. What matters during a hypotensive episode: fluids, vasopressors, or both? Critical Care, 16(Suppl 1):P199, March 2012.

D. Scott, F. Cismondi, J. Lee, T. Mandelbaum, L. A. Celi, R. G. Mark, and D. Talmor. Long-term survival for ICU patients with acute kidney injury. Critical Care, 16(Suppl 1):P376, March 2012.

2011 or earlier

J. Lee, D. J. Scott, M. Villarroel, G. D. Clifford, M. Saeed, and R. G. Mark. Open-access MIMIC-II database for intensive care research. In: Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 8315–8318, 2011.

I. Silva, J. Lee, and R. Mark. Photoplethysmograph quality estimation through multichannel filtering. In: Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 4361–4364, 2011.

T. Mandelbaum, D. J. Scott, J. Lee, R. G. Mark, M. D. Howell, A. Malhotra, and D. Talmor. Validation of the AKIN criteria definition using high-resolution ICU data from the MIMIC-II database. Critical Care, 15(Suppl 1):P105, March 2011.

J. Lee, and R. G. Mark. A hypotensive episode predictor for intensive care based on heart rate and blood pressure time series. Computing in Cardiology, 37:81–84, 2010.

J. A. Dubin. Flexible models for analyzing longitudinal data in population health. In: Proceedings of the Statistics Canada Symposium 2006 – Methodological Issues in Measuring Population Health, Catalog number 11-522-X1E, Section 4 – Issues in Analysis of Longitudinal Health Data, 2008.