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Matthieu Komorowski

Faculty of Medicine, Department of Surgery and Cancer, Imperial College London, London, United Kingdom

Multi-site, Multi-domain Airway Tree Modeling : A Public Benchmark for Pulmonary Airway Segmentation

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Mar 10, 2023
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Beyond Low Earth Orbit: Biomonitoring, Artificial Intelligence, and Precision Space Health

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Dec 22, 2021
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Beyond Low Earth Orbit: Biological Research, Artificial Intelligence, and Self-Driving Labs

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Dec 22, 2021
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Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition

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Sep 16, 2021
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Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs

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May 17, 2019
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Understanding the Artificial Intelligence Clinician and optimal treatment strategies for sepsis in intensive care

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Mar 06, 2019
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Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

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Jan 15, 2019
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Model-Based Reinforcement Learning for Sepsis Treatment

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Nov 23, 2018
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Representation Balancing MDPs for Off-Policy Policy Evaluation

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Oct 31, 2018
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Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters

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Jul 10, 2018
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