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

por Mlodzinski, Eric, Stone, David J., Celi, Leo A.
Publicado 2020

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

por Hunziker, Sabina, Celi, Leo A, Lee, Joon, Howell, Michael D
Publicado 2012

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

por Celi, Leo A., Citi, Luca, Ghassemi, Marzyeh, Pollard, Tom J.
Publicado 2019

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

por Alkhairy, Sahar, Celi, Leo A., Feng, Mengling, Zimolzak, Andrew J.
Publicado 2021

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

por Alkhairy, Sahar, Celi, Leo A., Feng, Mengling, Zimolzak, Andrew J.
Publicado 2021

Customized Prediction of Short Length of Stay Following Elective Cardiac Surgery in Elderly Patients Using a Genetic Algorithm

por Lee, Joon, Govindan, Sapna, Celi, Leo A., Khabbaz, Kamal R., Subramaniam, Balachundhar
Publicado 2013

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

por Maley, Jason H, Wanis, Kerollos N, Young, Jessica G, Celi, Leo A
Publicado 2020

Digital determinants of health: Editorial

por Fraser, Hamish S., Marcelo, Alvin, Kalla, Mahima, Kalua, Khumbo, Celi, Leo A., Ziegler, Jennifer
Publicado 2023

Interrogating a clinical database to study treatment of hypotension in the critically ill

por Lee, Joon, Kothari, Rishi, Ladapo, Joseph A, Scott, Daniel J, Celi, Leo A
Publicado 2012

The MIMIC Code Repository: enabling reproducibility in critical care research

por Johnson, Alistair E W, Stone, David J, Celi, Leo A, Pollard, Tom J
Publicado 2017

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

por Ishii, Euma, Ebner, Daniel K., Kimura, Satoshi, Agha-Mir-Salim, Louis, Uchimido, Ryo, Celi, Leo A.
Publicado 2020

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare

por Feng, Jean, Phillips, Rachael V., Malenica, Ivana, Bishara, Andrew, Hubbard, Alan E., Celi, Leo A., Pirracchio, Romain
Publicado 2022

Accessing the public MIMIC-II intensive care relational database for clinical research

por Scott, Daniel J, Lee, Joon, Silva, Ikaro, Park, Shinhyuk, Moody, George B, Celi, Leo A, Mark, Roger G
Publicado 2013

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

por Pollard, Tom J., Johnson, Alistair E. W., Raffa, Jesse D., Celi, Leo A., Mark, Roger G., Badawi, Omar
Publicado 2018

Optimized Risk Score to Predict Mortality in Patients With Cardiogenic Shock in the Cardiac Intensive Care Unit

por Yamga, Eric, Mantena, Sreekar, Rosen, Darin, Bucholz, Emily M., Yeh, Robert W., Celi, Leo A., Ustun, Berk, Butala, Neel M.
Publicado 2023

Digital literacy as a new determinant of health: A scoping review

por Arias López, Maria del Pilar, Ong, Bradley A., Borrat Frigola, Xavier, Fernández, Ariel L., Hicklent, Rachel S., Obeles, Arianne J. T., Rocimo, Aubrey M., Celi, Leo A.
Publicado 2023

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

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

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

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

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

por Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.
Publicado 2023

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

por Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Hao, Sicheng, Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.
Publicado 2023