Matthieu Komorowski
机构: MD, PhD, Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MIT
主页: linkedin.com
每年引用次数
引用次数
引用: 5,473
H-指数: 31
I10-指数 : 59
出版物: 148
Visualising patients' dynamics in the ICU and predicting mortality in real-time using big data
MK Komorowski , AF Faisal
Critical Care 19 ( 1) 499
2015
ESICM LIVES 2016: part one: Milan, Italy. 1-5 October 2016
L Bos , L Schouten , L van Vught , M Wiewel
Intensive Care Medicine Experimental 4 1 -203
4
2016
Lactate Rebound as an Independent Predictor of Mortality in Intensive Care
Justin Salciccioli , Peter Charlton , Adam Hartley , Matthieu Komorowski
2016 American Thoracic Society Conference
2016
Evaluating Reinforcement Learning Algorithms in Observational Health Settings
Li-Wei H. Lehman , Leo Anthony Celi , David A. Sontag , Fredrik D. Johansson
arXiv: Learning
90
2018
Model-Based Reinforcement Learning for Sepsis Treatment
Sumeetpal Singh , Matthieu Komorowski , Aniruddh Raghu
arXiv: Learning
36
2018
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
Li-wei H. Lehman , Aldo Faisal , Matthieu Komorowski , Finale Doshi-Velez
arXiv: Learning
74
2019
Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach.
Peter Szolovits , Marzyeh Ghassemi , Leo Anthony Celi , Matthieu Komorowski
Machine Learning for Healthcare Conference 147 -163
16
2017
Representation Balancing MDPs for Off-policy Policy Evaluation
Emma Brunskill , Aldo A. Faisal , Matthieu Komorowski , Finale Doshi-Velez
neural information processing systems 31 2644 -2653
70
2018
Medical challenges and considerations for an established lunar base
Thomas Gregory Smith , Bonnie Posselt , Matthieu Komorowski , Peter D Hodkinson
2018
Development of a guideline for CPR in microgravity
Gianmarco Romano , Matthieu Komorowski , Peter Hodkinson , Oliver Spelten
Aerospace Medical Association Annual Scientific Meeting 2019
2019
COVID-19: are the elderly prepared for virtual healthcare?
Hashim Ahmed , Matthieu Komorowski , Ahmed Ezzat , Josephine Holt
BMJ Health & Care Informatics 28 ( 1)
5
2021
On the Challenges of Anesthesia and Surgery during Interplanetary Spaceflight.
Mark Sykes , Matthieu Komorowski , Jochen Hinkelbein , Séamus Thierry
Anesthesiology
2021
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients in the United Kingdom.
Brijesh V Patel , Shlomi Haar , Rhodri Handslip , Chaiyawan Auepanwiriyakul
Intensive Care Medicine 47 ( 5) 549 -565
37
2021
Cardiopulmonary resuscitation (CPR) during spaceflight - a guideline for CPR in microgravity from the German Society of Aerospace Medicine (DGLRM) and the European Society of Aerospace Medicine Space Medicine Group (ESAM-SMG).
Jochen Hinkelbein , Steffen Kerkhoff , Christoph Adler , Anton Ahlbäck
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine 28 ( 1) 1 -18
18
2020
In-flight cardiac arrest and in-flight cardiopulmonary resuscitation during commercial air travel: consensus statement and supplementary treatment guideline from the German Society of Aerospace Medicine (DGLRM).
Jochen Hinkelbein , Lennert Böhm , Stefan Braunecker , Harald V. Genzwürker
Internal and Emergency Medicine 13 ( 8) 1305 -1322
6
2018
Exploratory Data Analysis
MIT Critical Data , Matthieu Komorowski , Dominic C Marshall , Justin D Salciccioli
Springer, Cham 185 -203
102
2016
Clinical management of sepsis can be improved by artificial intelligence: yes.
Matthieu Komorowski
Intensive Care Medicine 46 ( 2) 375 -377
11
2020
Airway management in microgravity: A systematic review.
Tobias Warnecke , Felix Tochtermann , Steffen Kerkhoff , Matthieu Komorowski
Acta Anaesthesiologica Scandinavica 63 ( 1) 2 -7
14
2019
Board 357 - Research Abstract Validation of Anesthesia Protocols Designed for Space Exploration Missions using a Human Patient Simulator (Submission #1156)
Matthieu Komorowski , Frederico Nunes , Andre Aubert , Mohammed Bendabdallah
Simulation in healthcare : journal of the Society for Simulation in Healthcare 8 ( 6) 551
2013
The Bion Project and the History of Post-Spaceflight Primate Anesthesia.
Matthieu Komorowski , Mark R. Campbell
Aerospace medicine and human performance 89 ( 4) 414 -415
2018
A. Aldo Faisal Anthony Gordon Leo Anthony Celi Myura Nagendran Dominic C Marshall Justin D Salciccioli Omer Gottesman Finale Doshi-Velez Omar Badawi, PharmD, MPH, FCCM Gary S. Collins Aniruddh Raghu PD Dr. med. Christopher Neuhaus, M.Sc., MHBA Eric Topol Paul Festor John P.A. Ioannidis Ibrahim Habli Fredrik D. Johansson David Sontag Li-wei H. Lehman Dr. Marzyeh Ghassemi