Matthieu Komorowski - Publications, H-index & Citations

Matthieu Komorowski

Charing Cross Hospital

34H指数

152论文数

5.8K被引数

收录论文 53

发表时间

Reproducible clinical archetypes in acute respiratory failure: a multi-cohort trajectory analysis 急性呼吸衰竭的可重复临床原型: 多队列轨迹分析

Intensive Care Medicine

IF21.2

2026-05-17

OAAI

Dominic C. Marshall; Ashleigh D. Green; Matthieu Komorowski; Brijesh V. Patel; Sonali Parbhoo; David B. Antcliffe

Time-varying associations between corticosteroid dose and hospital mortality in ARDS: a sliding-window analysis of MIMIC-IV 皮质类固醇剂量与ARDS住院死亡率之间的时变关联：一项基于MIMIC-IV的滑动窗口分析

BMC Pulmonary Medicine

IF2.8

2026-03-26

OAAI

Dominic C. Marshall; Matthieu Komorowski; Matthieu Jamme; Brijesh V. Patel; David B. Antcliffe; Sonali Parbhoo

1552: FIRST EVALUATION OF A REAL-TIME REINFORCEMENT LEARNING DECISION SUPPORT SYSTEM FOR SEPSIS IN THE ICU 1552：实时强化学习决策支持系统在ICU中用于脓毒症的第一项评估

Critical Care Medicine

IF6

2026-03-03

PREAI

Komorowski, 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

PERSONALIZING BLOOD PRESSURE TARGETS IN SEPSIS: EXTERNAL VALIDATION OF THE STRIVE-MAP AI SYSTEM 脓毒症中个性化血压目标的实现：STRIVE-MAP AI系统的外部验证

Critical Care Medicine

IF6

2026-03-01

PREAI

Festor, Paul; Cowen, Daniel; Rodemund, Niklas; Marshall, Dominic C.; Chan, Emily; Elbers, Paul; Komorowski, Matthieu

Responsible adoption of multimodal artificial intelligence in health care: promises and challenges 医疗健康领域多模态人工智能的负责任采用：前景与挑战

The Lancet Digital Health

IF0

2025-12-11

OAAI

Ghazal 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

Beyond models: a paradigm shift toward human-centered AI system design 超越模型：一场面向人本化AI系统设计的范式转变

Critical Care

IF9.3

2025-12-03

OAAI

Nebal S. Abu Hussein; Maria del Pillar Arias; Dominic C. Marshall; Cathy Mullins; Rogers Mwavu; Steven Oliver; Mehrnaz Sadrolashrafi; Dayeon Sim; Matthieu Komorowski

Machine Learning for Predicting Pulmonary Graft Dysfunction After Double-Lung Transplantation: A Single-Center Study Using Donor, Recipient, and Intraoperative Variables

TRANSPLANT INTERNATIONAL

IF3

2025-10-22

OAAI

Fessler, 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

Deploying AI in the ICU: learning from successes and failures 在ICU中部署AI：从成功与失败中学习

Intensive Care Medicine

IF21.2

2025-09-29

PREAI

Matthieu Komorowski; Maurizio Cecconi

Unpaired translation of chest X-ray images for lung opacity diagnosis via adaptive activation masks and cross-domain alignment 基于自适应激活掩码和跨域对齐的胸部X光图像无配对翻译用于肺不透明度诊断

PATTERN RECOGNITION LETTERS

IF3.3

2025-07-01

OAAI

Ning, Junzhi; Marshall, Dominic; Gao, Yijian; Xing, Xiaodan; Nan, Yang; Fang, Yingying; Zhang, Sheng; Komorowski, Matthieu

Challenges with reinforcement learning model transportability for sepsis treatment in emergency care 脓毒症急诊治疗中强化学习模型可移植性的挑战

NPJ DIGITAL MEDICINE

IF15.1

2025-02-06

OAAI

Nauka, Peter C.; Kennedy, Jason N.; Brant, Emily B.; Komorowski, Matthieu; Pirracchio, Romain; Angus, Derek C.; Seymour, Christopher W.

Machine Learning Tools for Acute Respiratory Distress Syndrome Detection and Prediction 用于急性呼吸窘迫综合征检测和预测的机器学习工具

CRITICAL CARE MEDICINE

IF6

2024-08-12

PREAI

Rubulotta, Francesca; Bahrami, Sahar; Marshall, Dominic C.; Komorowski, Matthieu

Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations

NPJ DIGITAL MEDICINE

IF15.1

2024-08-02

OAAI

Nagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.

Clinical practice, decision-making, and use of clinical decision support systems in invasive mechanical ventilation: a narrative review

BRITISH JOURNAL OF ANAESTHESIA

IF9.2

2024-07-01

OAAI

Murali, Mayur; Ni, Melody; Karbing, Dan S.; Rees, Stephen E.; Komorowski, Matthi; Marshall, Dominic; Ramnarayan, Padmanabhan; Patel, Brijesh, V

A scoping review of machine learning for sepsis prediction- feature engineering strategies and model performance: a step towards explainability 用于脓毒症预测的机器学习的范围审查-特征工程策略和模型性能: 迈向可解释性的一步

CRITICAL CARE

IF9.3

2024-05-28

OAAI

Bomrah, Sherali; Uddin, Mohy; Upadhyay, Umashankar; Komorowski, Matthieu; Priya, Jyoti; Dhar, Eshita; Hsu, Shih-Chang; Syed-Abdul, Shabbir

Multi-site, Multi-domain Airway Tree Modeling

MEDICAL IMAGE ANALYSIS

IF11.8

2023-12-01

OAAI

Zhang, 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

Causal inference using observational intensive care unit data: a scoping review and recommendations for future practice

NPJ DIGITAL MEDICINE

IF15.1

2023-11-27

OAAI

Smit, 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.

Quantifying the impact of AI recommendations with explanations on prescription decision making

NPJ DIGITAL MEDICINE

IF15.1

2023-11-07

OAAI

Nagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.

Evaluation of free-floating tracheal intubation in weightlessness via ice-pick position with a direct laryngoscopy and classic approach with indirect videolaryngoscopy

NPJ MICROGRAVITY

IF4.1

2023-09-08

OAAI

Thierry, Seamus; Jaulin, Francois; Starck, Clement; Aries, Philippe; Schmitz, Jan; Kerkhoff, Steffen; Bernard, Cecile Isabelle; Komorowski, Matthieu; Warnecke, Tobias; Hinkelbein, Jochen

Editorial: Clinical teaching and practice in intensive care medicine and anesthesiology 社论: 重症监护医学和麻醉学的临床教学和实践

FRONTIERS IN MEDICINE

IF3

2023-06-07

OAAI

Pan, Pan; Komorowski, Matthieu; Shen, Le; Martin-Loeches, Lgnacio; Su, Longxiang

How could ChatGPT impact my practice as an intensivist? An overview of potential applications, risks and limitations

INTENSIVE CARE MEDICINE

IF21.2

2023-05-31

OAAI

Komorowski, Matthieu; Arias Lopez, Maria del Pilar; Chang, Anthony C.

研究方向