Concepedia

Matthieu Komorowski

MK

Statistics

Publications

37

Citations

3K

H-Index

25

Active since

2015

Affiliations

Imperial College London(Current)

Harvard University

Harvard–MIT Division of Health Sciences and Technology

Beth Israel Deaconess Medical Center

University of Bayreuth

Matthieu Komorowski is an author at Imperial College London specializing in computing, machine learning, and intensive care medicine.

Publications per year

2015–2025

37

Publications

37

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

Matthieu Komorowski, Leo Anthony Celi, Omar Badawi et al. · Nature Medicine · 2018 · 1.2K citations

Computing, Computer Science, Health Informatics +16

Guidelines for reinforcement learning in healthcare

Omer Gottesman, Fredrik Johansson, Matthieu Komorowski et al. · Nature Medicine · 2018 · 371 citations

Business, Health Informatics, Markov Decision Processes +8

Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities

Rémy Kusters, Dusan Misevic, Hugues Berry et al. · Frontiers in Big Data · 2020 · 118 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

Aniruddh Raghu, Matthieu Komorowski, Leo Anthony Celi et al. · arXiv (Cornell University) · 2017 · 102 citations · Full text

Computing, Health Informatics, Clinical Decision Support +14

Evaluating Reinforcement Learning Algorithms in Observational Health Settings

Omer Gottesman, Fredrik Johansson, Joshua Meier et al. · arXiv (Cornell University) · 2018 · 87 citations · Full text

Computing, Computer Science, Clinical Decision Support +13

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