Publications

2026

1. HAL

   Linear Modeling, Random Forests and Interpretability: SPLIM, Stable Piecewise Linear Interpretable Model

   Lucie Brolon, Fabien Crauste, and Marie Perrot-Dockès

   2026

   Preprint

   Bib Code

   @unpublished{splim,
     author = {Brolon, Lucie and Crauste, Fabien and Perrot-Dockès, Marie},
     title = {Linear Modeling, Random Forests and Interpretability: {SPLIM}, Stable Piecewise Linear Interpretable Model},
     year = {2026},
     note = {Preprint},
     url = {https://cnrs.hal.science/hal-05594273v1},
     hal_id = {hal-05594273},
   }

2025

1. BMJ Open Resp.Res.

   One-year healthcare trajectories after COVID-19 hospitalisation in patients with chronic respiratory diseases: a nationwide study

   Sabaté-Elabbadi A, Brolon L, Brun-Buisson C, and 4 more authors

   BMJ Open Respiratory Research, 2025

   Bib

   @article{oneyeartrajectories,
     author = {A, Sabaté-Elabbadi and L, Brolon and C, Brun-Buisson and M, Al Rahmoun and D, Guillemot and M, Fartoukh and L, Watier},
     journal = {BMJ Open Respiratory Research},
     title = {One-year healthcare trajectories after COVID-19 hospitalisation in patients with chronic respiratory diseases: a nationwide study},
     year = {2025},
     volume = {12},
     number = {e003580},
     url = {https://doi.org/10.1136/bmjresp-2025-003580}
   }

2024

1. J.Infect.

   Trends in hospitalisations for lower respiratory infections after the COVID-19 pandemic in France

   Sabaté-Elabbadi A, Brolon L, Brun-Buisson C, and 3 more authors

   The Journal of infection, 2024

   Bib

   @article{trendsinhosp,
     author = {A, Sabaté-Elabbadi and L, Brolon and C, Brun-Buisson and D, Guillemot and M, Fartoukh and L, Watier},
     journal = {The Journal of infection},
     title = {Trends in hospitalisations for lower respiratory infections after the COVID-19 pandemic in France},
     year = {2024},
     volume = {89},
     number = {5},
     url = {https://www.sciencedirect.com/science/article/pii/S0163445324002214}
   }