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Matthieu Komorowski

Charing Cross Hospital

34H-index
152Paper Count
5.8KCitation Count
Published Papers 53
Publication Date
Reproducible clinical archetypes in acute respiratory failure: a multi-cohort trajectory analysis
err2026-05-17
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errDominic C. Marshall; Ashleigh D. Green; Matthieu Komorowski; Brijesh V. Patel; Sonali Parbhoo; David B. Antcliffe
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Time-varying associations between corticosteroid dose and hospital mortality in ARDS: a sliding-window analysis of MIMIC-IV
err2026-03-26
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errDominic C. Marshall; Matthieu Komorowski; Matthieu Jamme; Brijesh V. Patel; David B. Antcliffe; Sonali Parbhoo
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1552: FIRST EVALUATION OF A REAL-TIME REINFORCEMENT LEARNING DECISION SUPPORT SYSTEM FOR SEPSIS IN THE ICU
err2026-03-03
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PREAI
errKomorowski, Matthieu; Li, Luchen; El-kotob, Qamar; Festor, Paul; Nagendran, Myura; Ni, Melody; Buckle, Peter W; Miccoci, Massimo; Zamora Talaya, Maria Bernarda; Kettley-Linsell, Hannah; Fagbodun, Elizabeth O; Glampson, Ben; Harris, Steve; Brealey, David; Faisal, Aldo A; Gordon, Anthony
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PERSONALIZING BLOOD PRESSURE TARGETS IN SEPSIS: EXTERNAL VALIDATION OF THE STRIVE-MAP AI SYSTEM
err2026-03-01
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PREAI
errFestor, Paul; Cowen, Daniel; Rodemund, Niklas; Marshall, Dominic C.; Chan, Emily; Elbers, Paul; Komorowski, Matthieu
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Responsible adoption of multimodal artificial intelligence in health care: promises and challenges
err2025-12-11
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errGhazal Azarfar; Sara Naimimohasses; Sirisha Rambhatla; Matthieu Komorowski; Diana Ferro; Peter R Lewis; Darren Gates; Nawar Shara; Gregg M Gascon; Anthony Chang; Muhammad Mamdani; Mamatha Bhat
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Beyond models: a paradigm shift toward human-centered AI system design
err2025-12-03
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errNebal S. Abu Hussein; Maria del Pillar Arias; Dominic C. Marshall; Cathy Mullins; Rogers Mwavu; Steven Oliver; Mehrnaz Sadrolashrafi; Dayeon Sim; Matthieu Komorowski
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Machine Learning for Predicting Pulmonary Graft Dysfunction After Double-Lung Transplantation: A Single-Center Study Using Donor, Recipient, and Intraoperative Variables
err2025-10-22
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errFessler, Julien; Gouy-Pailler, Cedric; Ma, Wenting; Devaquet, Jerome; Messika, Jonathan; Glorion, Matthieu; Sage, Edouard; Roux, Antoine; Brugiere, Olivier; Vallee, Alexandre; Fischler, Marc; Le Guen, Morgan; Komorowski, Matthieu
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Deploying AI in the ICU: learning from successes and failures
err2025-09-29
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PREAI
errMatthieu Komorowski; Maurizio Cecconi
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Unpaired translation of chest X-ray images for lung opacity diagnosis via adaptive activation masks and cross-domain alignment
err2025-07-01
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errNing, Junzhi; Marshall, Dominic; Gao, Yijian; Xing, Xiaodan; Nan, Yang; Fang, Yingying; Zhang, Sheng; Komorowski, Matthieu
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Challenges with reinforcement learning model transportability for sepsis treatment in emergency care
err2025-02-06
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errNauka, Peter C.; Kennedy, Jason N.; Brant, Emily B.; Komorowski, Matthieu; Pirracchio, Romain; Angus, Derek C.; Seymour, Christopher W.
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Machine Learning Tools for Acute Respiratory Distress Syndrome Detection and Prediction
err2024-08-12
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PREAI
errRubulotta, Francesca; Bahrami, Sahar; Marshall, Dominic C.; Komorowski, Matthieu
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Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations
err2024-08-02
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errNagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.
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Clinical practice, decision-making, and use of clinical decision support systems in invasive mechanical ventilation: a narrative review
err2024-07-01
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errMurali, Mayur; Ni, Melody; Karbing, Dan S.; Rees, Stephen E.; Komorowski, Matthi; Marshall, Dominic; Ramnarayan, Padmanabhan; Patel, Brijesh, V
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A scoping review of machine learning for sepsis prediction- feature engineering strategies and model performance: a step towards explainability
err2024-05-28
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errBomrah, Sherali; Uddin, Mohy; Upadhyay, Umashankar; Komorowski, Matthieu; Priya, Jyoti; Dhar, Eshita; Hsu, Shih-Chang; Syed-Abdul, Shabbir
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Multi-site, Multi-domain Airway Tree Modeling
err2023-12-01
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errZhang, Minghui; Wu, Yangqian; Zhang, Hanxiao; Qin, Yulei; Zheng, Hao; Tang, Wen; Arnold, Corey; Pei, Chenhao; Yu, Pengxin; Nan, Yang; Yang, Guang; Walsh, Simon; Marshall, Dominic C.; Komorowski, Matthieu; Wang, Puyang; Guo, Dazhou; Jin, Dakai; Wu, Ya'nan; Zhao, Shuiqing; Chang, Runsheng; Zhang, Boyu; Lu, Xing; Qayyum, Abdul; Mazher, Moona; Su, Qi; Wu, Yonghuang; Liu, Ying'ao; Zhu, Yufei; Yang, Jiancheng; Pakzad, Ashkan; Rangelov, Bojidar; Estepar, Raul San Jose; Espinosa, Carlos Cano; Sun, Jiayuan; Yang, Guang-Zhong; Gu, Yun
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Causal inference using observational intensive care unit data: a scoping review and recommendations for future practice
err2023-11-27
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errSmit, J. M.; Krijthe, J. H.; Kant, W. M. R.; Labrecque, J. A.; Komorowski, M.; Gommers, D. A. M. P. J.; van Bommel, J.; Reinders, M. J. T.; van Genderen, M. E.
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Quantifying the impact of AI recommendations with explanations on prescription decision making
err2023-11-07
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errNagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.
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Evaluation of free-floating tracheal intubation in weightlessness via ice-pick position with a direct laryngoscopy and classic approach with indirect videolaryngoscopy
err2023-09-08
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errThierry, Seamus; Jaulin, Francois; Starck, Clement; Aries, Philippe; Schmitz, Jan; Kerkhoff, Steffen; Bernard, Cecile Isabelle; Komorowski, Matthieu; Warnecke, Tobias; Hinkelbein, Jochen
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Editorial: Clinical teaching and practice in intensive care medicine and anesthesiology
err2023-06-07
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errPan, Pan; Komorowski, Matthieu; Shen, Le; Martin-Loeches, Lgnacio; Su, Longxiang
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