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Personalization of renal replacement therapy initiation: a secondary analysis of the AKIKI and IDEAL-ICU trials

François Grolleau , Raphaël Porcher , Saber Barbar , David Hajage , Abderrahmane Bourredjem , et al.
Critical Care, 2022, 26 (1), pp.64. ⟨10.1186/s13054-022-03936-y⟩
Journal articles hal-03732822v1

Kidney Histopathology Can Predict Kidney Function in ANCA-Associated Vasculitides with Acute Kidney Injury Treated with Plasma Exchanges

Dorian Nezam , Raphaël Porcher , François Grolleau , Pauline Morel , Dimitri Titeca-Beauport , et al.
Journal of the American Society of Nephrology, 2022, pp.ASN.2021060771. ⟨10.1681/ASN.2021060771⟩
Journal articles hal-03579125v1

Effect of anakinra versus usual care in adults in hospital with COVID-19 and mild-to-moderate pneumonia (CORIMUNO-ANA-1): a randomised controlled trial

Pierre-Louis Tharaux , Gilles Pialoux , Arthur Pavot , Xavier Mariette , Olivier Hermine , et al.
The Lancet Respiratory Medicine, 2021, 9 (3), pp.295-304. ⟨10.1016/S2213-2600(20)30556-7⟩
Journal articles hal-03579180v1
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Strategy-aware evaluation of treatment personalization

Félix Balazard , Gérard Biau , Philippe Ravaud , Raphaël Porcher
Preprints, Working Papers, ... hal-03737757v1
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A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data

François Grolleau , François Petit , Raphaël Porcher
Preprints, Working Papers, ... hal-03735405v1

Remdesivir for COVID-19 in Europe: will it provide value for money?

Rafael Dal-Ré , Rita Banzi , Sophie Georgin-Lavialle , Raphaël Porcher , Reecha Sofat , et al.
The Lancet Respiratory Medicine, 2021, 9 (2), pp.127-128. ⟨10.1016/S2213-2600(20)30568-3⟩
Journal articles hal-03579178v1

Fold-stratified cross-validation for unbiased and privacy-preserving federated learning

Romain Bey , Romain Goussault , François Grolleau , Mehdi Benchoufi , Raphaël Porcher
Journal of the American Medical Informatics Association, 2020, 27 (8), pp.1244-1251. ⟨10.1093/jamia/ocaa096⟩
Journal articles hal-03579136v1

Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects

Qiming Du , Gérard Biau , François Petit , Raphaël Porcher
Preprints, Working Papers, ... hal-03735416v1
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Estimating individualized treatment effects using individual participant data meta-analysis

Florie Brion Bouvier , Anna Chaimani , François Gueyffier , Guillaume Grenet , Raphaël Porcher
Preprints, Working Papers, ... hal-03735613v1

Ethical and Scientific Considerations Regarding the Early Approval and Deployment of a COVID-19 Vaccine

Rafael Dal-Ré , Arthur Caplan , Christian Gluud , Raphaël Porcher
Annals of Internal Medicine, 2021, 174 (2), pp.258-260. ⟨10.7326/M20-7357⟩
Journal articles hal-03579177v1

Effect of Tocilizumab vs Usual Care in Adults Hospitalized With COVID-19 and Moderate or Severe Pneumonia

Olivier Hermine , Xavier Mariette , Pierre-Louis Tharaux , Matthieu Resche-Rigon , Raphaël Porcher , et al.
JAMA Internal Medicine, 2021, 181 (1), pp.32-40. ⟨10.1001/jamainternmed.2020.6820⟩
Journal articles hal-03579175v1