Matthieu Komorowski
Imperial College London(GB)
Publications by Year
Research Areas
Sepsis Diagnosis and Treatment, Spaceflight effects on biology, Machine Learning in Healthcare, Artificial Intelligence in Healthcare and Education, Respiratory Support and Mechanisms
Most-Cited Works
- → The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care(2018)1,153 cited
- → Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies(2020)1,000 cited
- → Guidelines for reinforcement learning in healthcare(2018)354 cited
- → Exploratory Data Analysis(2016)159 cited
- → Air travel and COVID-19 prevention in the pandemic and peri-pandemic period: A narrative review(2020)150 cited
- → Sepsis biomarkers and diagnostic tools with a focus on machine learning(2022)142 cited
- → Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities(2020)112 cited
- → Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach(2017)102 cited
- → Evaluating Reinforcement Learning Algorithms in Observational Health Settings(2018)86 cited
- → Implications of Obesity for the Management of Severe Coronavirus Disease 2019 Pneumonia(2020)74 cited