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MIMIC-III, a freely accessible critical care database
- A. Johnson, T. Pollard, R. Mark
- MedicineScientific data
- 1 May 2016
MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care…
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care
- M. Komorowski, L. Celi, O. Badawi, A. Gordon, Aldo A. Faisal
- MedicineNature Medicine
- 22 October 2018
TLDR
The eICU Collaborative Research Database, a freely available multi-center database for critical care research
- T. Pollard, A. Johnson, J. Raffa, L. Celi, R. Mark, O. Badawi
- MedicineScientific data
- 1 September 2018
TLDR
Predicting in-hospital mortality of ICU patients: The PhysioNet/Computing in cardiology challenge 2012
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Human cerebrovascular and ventilatory CO2 reactivity to end‐tidal, arterial and internal jugular vein PCO2
- K. Peebles, L. Celi, K. McGrattan, C. Murrell, K. Thomas, P. Ainslie
- BiologyThe Journal of physiology
- 1 October 2007
TLDR
Improving the quality of ECGs collected using mobile phones: The PhysioNet/Computing in Cardiology Challenge 2011
The aim of the PhysioNet/Computing in Cardiology Challenge 2011 was to develop an efficient algorithm able to run within a mobile phone, that can provide useful feedback in the process of acquiring a…
Early intervention with erythropoietin does not affect the outcome of acute kidney injury (the EARLYARF trial).
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ICU admission characteristics and mortality rates among elderly and very elderly patients
- L. Fuchs, C. Chronaki, L. Celi
- MedicineIntensive Care Medicine
- 14 July 2012
TLDR
Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts
- A. Serpa Neto, R. Deliberato, M. Schultz
- Medicine, BiologyIntensive Care Medicine
- 5 October 2018
TLDR
Deep Reinforcement Learning for Sepsis Treatment
- Aniruddh Raghu, M. Komorowski, Imran Ahmed, L. Celi, Peter Szolovits, M. Ghassemi
- MedicineArXiv
- 27 November 2017
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