Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review

by Eric Mlodzinski, David J. Stone, Leo A. Celi
Published 2020-02-01

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

by Leo A Celi, Luca Citi, Marzyeh Ghassemi, Tom J Pollard
Published 2019-01-01

Acute kidney injury detection using refined and physiological-feature augmented urine output

by Sahar Alkhairy, Leo A. Celi, Mengling Feng, Andrew J. Zimolzak
Published 2021-10-01

Mortality prediction models, causal effects, and end-of-life decision making in the intensive care unit

by Jason H Maley, Kerollos N Wanis, Jessica G Young, Leo A Celi
Published 2020-08-01

The advent of medical artificial intelligence: lessons from the Japanese approach

by Euma Ishii, Daniel K. Ebner, Satoshi Kimura, Louis Agha-Mir-Salim, Ryo Uchimido, Leo A. Celi
Published 2020-05-01

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

by Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T Carlson, Joy T Wu, Jonathan Welt, John Foote, Edward T Moseley, David W Grant, Patrick D Tyler, Leo A Celi
Published 2018-01-01

Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology

by Rúben Duarte M. A. Pereira, Cátia M. Salgado, Andre Dejam, Shane R. Reti, Susana M. Vieira, João M. C. Sousa, Leo A. Celi, Stan N. Finkelstein
Published 2015-01-01

Effect of renal replacement therapy on acute kidney injury in sepsis patients

by Argaw, Peniel N. (Peniel Neway)
Published 2018

International comparison of critically ill patients

by Fabre, Maria I
Published 2017