G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes

por Florent Le Borgne, Arthur Chatton, Maxime Léger, Rémi Lenain, Yohann Foucher
Publicado 2021

The effect of opioid-free anesthesia protocol on the early quality of recovery after major surgery (SOFA trial): study protocol for a prospective, monocentric, randomized, single-b...

por Maxime Léger, Solène Pessiot-Royer, Tristan Perrault, Elsa Parot-Schinkel, Fabienne Costerousse, Emmanuel Rineau, Sigismond Lasocki
Publicado 2021

Methodological quality of multivariate prognostic models for intracranial haemorrhages in intensive care units: a systematic review

por Denis Frasca, Fanny Feuillet, Maxime Leger, Raphaël Cinotti, Yohann Foucher, Jeanne Simon-Pimmel, Laetitia Bodet-Contentin, Etienne Dantan
Publicado 2021

G-computation, propensity score-based methods, and targeted maximum likelihood estimator for causal inference with different covariates sets: a comparative simulation study

por Arthur Chatton, Florent Le Borgne, Clémence Leyrat, Florence Gillaizeau, Chloé Rousseau, Laetitia Barbin, David Laplaud, Maxime Léger, Bruno Giraudeau, Yohann Foucher
Publicado 2020