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François Grolleau
François Grolleau
Stanford Department of Medicine
Zweryfikowany adres z stanford.edu - Strona główna
Tytuł
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Continuous renal replacement therapy versus intermittent hemodialysis as first modality for renal replacement therapy in severe acute kidney injury: a secondary …
S Gaudry, F Grolleau, S Barbar, L Martin-Lefevre, B Pons, É Boulet, ...
Critical Care 26 (1), 93, 2022
502022
Fold-stratified cross-validation for unbiased and privacy-preserving federated learning
R Bey, R Goussault, F Grolleau, M Benchoufi, R Porcher
Journal of the American Medical Informatics Association 27 (8), 1244-1251, 2020
462020
Kidney histopathology can predict kidney function in ANCA-associated vasculitides with acute kidney injury treated with plasma exchanges
D Nezam, R Porcher, F Grolleau, P Morel, D Titeca-Beauport, S Faguer, ...
Journal of the American Society of Nephrology 33 (3), 628-637, 2022
452022
The fragility and reliability of conclusions of anesthesia and critical care randomized trials with statistically significant findings: a systematic review
F Grolleau, GS Collins, A Smarandache, R Pirracchio, C Gakuba, ...
Critical care medicine 47 (3), 456-462, 2019
382019
Research response to coronavirus disease 2019 needed better coordination and collaboration: a living mapping of registered trials
P Riviere, P Ripoll, J Barnier, R Vuillemot, G Ferrand, S Cohen-Boulakia, ...
Journal of Clinical Epidemiology 130, 107-116, 2021
292021
Delayed cerebral ischemia after subarachnoid hemorrhage: is there a relevant experimental model? A systematic review of preclinical literature
S Goursaud, S Martinez de Lizarrondo, F Grolleau, A Chagnot, V Agin, ...
Frontiers in Cardiovascular Medicine 8, 752769, 2021
222021
Personalization of renal replacement therapy initiation: a secondary analysis of the AKIKI and IDEAL-ICU trials
F Grolleau, R Porcher, S Barbar, D Hajage, A Bourredjem, JP Quenot, ...
Critical Care 26 (1), 64, 2022
102022
Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized …
F Grolleau, F Petit, S Gaudry, E Diard, JP Quenot, D Dreyfuss, VT Tran, ...
Journal of the American Medical Informatics Association, 2024
52024
Authors' Reply: Predicting Kidney Response to Plasma Exchange in ANCA-Associated Vasculitis: Need for Plausible Models
D Nezam, R Porcher, F Grolleau, B Terrier, French Vasculitis Study Grp
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY 33 (6), 1224-1225, 2022
2*2022
Comparison of ultrasound and dynamic MRI for the measurement of diaphragmatic excursion: A prospective single-center study
C Delplancke, E Charpentier, F Grolleau, A Hernigou, H Nougué, ...
PloS one 20 (2), e0318717, 2025
2025
powerROC: An Interactive Web Tool for Sample Size Calculation in Assessing Models' Discriminative Abilities
F Grolleau, R Tibshirani, JH Chen
arXiv preprint arXiv:2501.03155, 2025
2025
Systematic Exploration of Hospital Cost Variability: A Conformal Prediction-Based Outlier Detection Method for Electronic Health Records
F Grolleau, E Goh, SP Ma, J Masterson, T Ross, A Milstein, JH Chen
medRxiv, 2025.01. 10.25320349, 2025
2025
Estimating Complier Average Causal Effects with Mixtures of Experts
F Grolleau, C Béji, F Petit, R Porcher
arXiv preprint arXiv:2405.02779, 2024
2024
A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data
F Grolleau, F Petit, R Porcher
arXiv preprint arXiv:2207.06275, 2023
2023
Mixture-of-ITEs
F Grolleau
2023
Causal inference methods for personalized medicine: an application to the timing of renal replacement therapy initiation
F Grolleau
Université Paris Cité, 2023
2023
Comparison of Ultrasound and Dynamic MRI for the Measurement of Diaphragmatic Excursion a Prospective Observational Single-Center Study
C Delplancke, FC Grolleau, E Charpentier, A Hernigou, ...
TP127. TP127 LUNG INJURY AND MECHANICAL VENTILATION, A4669-A4669, 2021
2021
Systematic Exploration of Hospital Cost Variability: A Conformal Prediction-Based Outlier Detection Method for Electronic Health Records
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