Leo A Celi

发表

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Franck Dernoncourt, Sebastian Gehrmann, Eric T. Carlson, 2018, PloS one.

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

Luca Citi, Marzyeh Ghassemi, Tom J Pollard, 2019, PloS one.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Alistair E. W. Johnson, Omar Badawi, Alistair E W Johnson, 2018, Scientific Data.

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts

Pedro Amorim, Alistair E. W. Johnson, Paolo Pelosi, 2018, Intensive Care Medicine.

Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients

Mengling Feng, Roger G Mark, Leo A Celi, 2015, Journal of clinical pharmacology.

Optimal data systems: the future of clinical predictions and decision support

David J. Stone, David Stone, Marie Csete, 2014, Current opinion in critical care.

Association of hypermagnesemia and blood pressure in the critically ill

Roger G Mark, Leo A Celi, R. Mark, 2013, Journal of hypertension.

Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients

Sabina Hunziker, Michael D Howell, Leo A Celi, 2012, Critical Care.

Disparities in end-of-life care: a perspective and review of quality.

Leo A Celi, L. Celi, A. Kwok, 2013, Population health management.