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Works (16)

Not All Clinical AI Monitoring Systems Are Created Equal: Review and Recommendations

NEJM AI
2025-01-23 | Journal article
Contributors: Jean Feng; Fan Xia; Karandeep Singh; Romain Pirracchio
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Predicting Long COVID in the National COVID Cohort Collaborative Using Super Learner: Cohort Study

JMIR Public Health and Surveillance
2024-08-15 | Journal article
Contributors: Zachary Butzin-Dozier; Yunwen Ji; Haodong Li; Jeremy Coyle; Junming Shi; Rachael V Phillips; Andrew N Mertens; Romain Pirracchio; Mark J van der Laan; Rena C Patel et al.
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Implicit bias in Critical Care Data: Factors affecting sampling frequencies and missingness patterns of clinical and biological variables in ICU Patients

2024-06-10 | Preprint
Contributors: Junming (Seraphina) Shi; Alan E. Hubbard; Nicholas Fong; Romain Pirracchio
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Availability of information needed to evaluate algorithmic fairness — A systematic review of publicly accessible critical care databases

Anaesthesia Critical Care & Pain Medicine
2023-10 | Journal article
Contributors: Nicholas Fong; Erica Langnas; Tyler Law; Mallika Reddy; Michael Lipnick; Romain Pirracchio
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Predicting Long COVID in the National COVID Cohort Collaborative Using Super Learner: Cohort Study (Preprint)

2023-10-03 | Preprint
Contributors: Zachary Butzin-Dozier; Yunwen Ji; Haodong Li; Jeremy Coyle; Junming Shi; Rachael V Phillips; Andrew N Mertens; Romain Pirracchio; Mark J van der Laan; Rena C Patel et al.
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Development of a core outcome set for ventilation trials in neurocritical care patients with acute brain injury: protocol for a Delphi consensus study of international stakeholders

BMJ Open
2023-09 | Journal article
Contributors: Jean Digitale; Gregory Burns; Nicholas Fong; Julian Boesel; Chiara Robba; Robert D Stevens; Raphaël Cinotti; Romain Pirracchio
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A Real-Time Deep Learning Approach for Inferring Intracranial Pressure from Routinely Measured Extracranial Waveforms in the Intensive Care Unit

2023-05-18 | Preprint
Contributors: Shiker S Nair; Alina Guo; Joseph Boen; Ataes Aggarwal; Ojas Chahal; Arushi Tandon; Meer Patel; Sreenidhi Sankararaman; Tej Azad; Romain Pirracchio et al.
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Personalized online ensemble machine learning with applications for dynamic data streams

Statistics in Medicine
2023-03-30 | Journal article
Contributors: Ivana Malenica; Rachael V. Phillips; Antoine Chambaz; Alan E. Hubbard; Romain Pirracchio; Mark J. van der Laan
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Database-based machine learning in sepsis deserves attention. Author’s reply

Intensive Care Medicine
2023-02 | Journal article
Contributors: Alexandre Kalimouttou; Romain Pirracchio
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Machine-learning-derived sepsis bundle of care

Intensive Care Medicine
2023-01 | Journal article
Contributors: Alexandre Kalimouttou; Ivan Lerner; Chérifa Cheurfa; Anne-Sophie Jannot; Romain Pirracchio
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Fluids, vasopressors, and acute kidney injury after major abdominal surgery between 2015 and 2019: a multicentre retrospective analysis

British Journal of Anaesthesia
2022-09 | Journal article
Contributors: Catherine Chiu; Nicholas Fong; Daniel Lazzareschi; Orestes Mavrothalassitis; Rishi Kothari; Lee-lynn Chen; Romain Pirracchio; Sachin Kheterpal; Karen B. Domino; Michael Mathis et al.
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Performance of propensity score matching to estimate causal effects in small samples

Statistical Methods in Medical Research
2020-03 | Journal article
Contributors: Anais Andrillon; Romain Pirracchio; Sylvie Chevret
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Intraoperative management of brain-dead organ donors by anesthesiologists during an organ procurement procedure: results from a French survey

BMC Anesthesiology
2019-12 | Journal article
Contributors: Benoit Champigneulle; Arthur Neuschwander; Régis Bronchard; Gersende Favé; Julien Josserand; Benjamin Lebas; Olivier Bastien; Romain Pirracchio
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Big data and targeted machine learning in action to assist medical decision in the ICU

Anaesthesia Critical Care & Pain Medicine
2019-08 | Journal article
Contributors: Romain Pirracchio; Mitchell J Cohen; Ivana Malenica; Jonathan Cohen; Antoine Chambaz; Maxime Cannesson; Christine Lee; Matthieu Resche-Rigon; Alan Hubbard
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Intraoperative management of brain-dead organ donors by anesthesiologists during an organ procurement procedure: Results from a French survey

2019-03-14 | Preprint
Contributors: Benoit Champigneulle; Arthur Neuschwander; Régis Bronchard; Gersende Favé; Julien Josserand; Benjamin Lebas; Olivier Bastien; Romain Pirracchio
Source: check_circle
Crossref

Intraoperative Management of Brain-dead Organ Donors by Anesthesiologists during an Organ Procurement Procedure: Results from a French survey

2019-01-03 | Preprint
Contributors: Benoit Champigneulle; Arthur Neuschwander; Régis Bronchard; Gersende Favé; Julien Josserand; Benjamin Lebas; Olivier Bastien; Romain Pirracchio
Source: check_circle
Crossref

Peer review (28 reviews for 7 publications/grants)

Review activity for Annals of intensive care. (2)
Review activity for Critical care. (1)
Review activity for Intensive care medicine. (17)
Review activity for Nature medicine. (1)
Review activity for Neurocritical care. (4)
Review activity for npj digital medicine. (1)
Review activity for PloS one. (2)