Big Data em saúde: estamos perto?

by Elliot Naidus, Leo Anthony Celi
Published 2016-03-01

Exploiting temporal relationships in the prediction of mortality

by Christopher V Cosgriff, Leo Anthony Celi
Published 2020-04-01

Critical Care, Critical Data

by Christopher V Cosgriff, Leo Anthony Celi, David J Stone
Published 2019-06-01

Improving community health-care screenings with smartphone-based AI technologies

by Sreekar Mantena, Leo Anthony Celi, Salmaan Keshavjee, Andrea Beratarrechea
Published 2021-05-01

Who does the model learn from?

by Marie-Laure Charpignon, Leo Anthony Celi, Mathew Cherian Samuel
Published 2021-05-01

Generalisability through local validation: overcoming barriers due to data disparity in healthcare

by William Greig Mitchell, Edward Christopher Dee, Leo Anthony Celi
Published 2021-05-01

Association of hypokalemia with an increased risk for medically treated arrhythmias.

by Colin T Phillips, Junmei Wang, Leo Anthony Celi, Zhengbo Zhang, Mengling Feng
Published 2019-01-01

Equity in essence: a call for operationalising fairness in machine learning for healthcare

by Leo Anthony Celi, Liam G McCoy, Marzyeh Ghassemi, Judy Wawira Gichoya
Published 2021-07-01

Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients.

by Daniele Ramazzotti, Peter Clardy, Leo Anthony Celi, David J Stone, Robert S Rudin
Published 2019-01-01

The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study

by Mallory Sheth, Corey M. Benedum, Leo Anthony Celi, Roger G. Mark, Natasha Markuzon
Published 2019-03-01

A Database-driven Decision Support System: Customized Mortality Prediction

by Leo Anthony Celi, Sean Galvin, Guido Davidzon, Joon Lee, Daniel Scott, Roger Mark
Published 2012-09-01

Sana: democratizing access to quality healthcare using an open mhealth architecture

by Joachim Behar, Alice Newton, George Dafoulas, Leo Anthony Celi, Radhika Chigurupati, Shreesh Naik, Kenneth Paik
Published 2012-06-01

Sana: democratizing access to quality healthcare using an open mhealth architecture

by Joachim Behar, Alice Newton, George Dafoulas, Leo Anthony Celi, Radhika Chigurupati, Shreesh Naik, Kenneth Paik
Published 2012-06-01

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness

by Christina Chen, Joon Lee, Alistair E. Johnson, Roger G. Mark, Leo Anthony Celi, John Danziger
Published 2017-11-01

“Yes, but will it work for my patients?” Driving clinically relevant research with benchmark datasets

by Trishan Panch, Tom J. Pollard, Heather Mattie, Emily Lindemer, Pearse A. Keane, Leo Anthony Celi
Published 2020-06-01

What do medical students actually need to know about artificial intelligence?

by Liam G. McCoy, Sujay Nagaraj, Felipe Morgado, Vinyas Harish, Sunit Das, Leo Anthony Celi
Published 2020-06-01

The weekend effect for stroke patients admitted to intensive care: A retrospective cohort analysis.

by William Greig Mitchell, Rohit Pande, Tom Edward Robinson, Gabriel Davis Jones, Isabella Hou, Leo Anthony Celi
Published 2020-01-01

Real-time prediction of COVID-19 related mortality using electronic health records

by Patrick Schwab, Arash Mehrjou, Sonali Parbhoo, Leo Anthony Celi, Jürgen Hetzel, Markus Hofer, Bernhard Schölkopf, Stefan Bauer
Published 2021-02-01

Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform.

by Sven Van Poucke, Zhongheng Zhang, Martin Schmitz, Milan Vukicevic, Margot Vander Laenen, Leo Anthony Celi, Cathy De Deyne
Published 2016-01-01

Village mentoring and hive learning: The MIT Critical Data experience

by Christopher V. Cosgriff, Marie Charpignon, Dana Moukheiber, Mary E. Lough, Judy Gichoya, David J. Stone, Leo Anthony Celi
Published 2021-06-01