2025
Random survival forests for the analysis of recurrent events for right-censored data, with or without a terminal event
SurvTreeSHAP(t): scalable explanation method for tree-based survival models
Mitigating Text Toxicity with Counterfactual Generation
Bridging interpretability and survival endpoints in health technology assessment
Fluid balance after cardiac arrest: any impact on outcome? Insights from the MIMIC IV database
2024
Predicting Hospital Readmission after Cancer Surgery with Survival Analysis and Machine Learning
A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients
Evolution of minimally invasive liver surgery in France over the last decade
Increased levels of GM-CSF and CXCL10 and low CD8+ memory stem T Cell count are markers of immunosenescence and severe COVID-19 in older people
Protocol for Fever Control Using External Cooling in Mechanically Ventilated Patients with Septic Shock: SEPSISCOOL II Randomised Controlled Trial
2023
Health technology assessment of artificial intelligence-based medical devices: what healthcare stakeholders need to know
Towards filling the gap around recurrent events in high dimensional framework: literature review and early comparison
Risk factors for thromboembolic events in patients hospitalized for Covid-19 pneumonia
A systematic review and meta-analysis of post-thrombotic syndrome, recurrent thromboembolism, and bleeding after upper extremity vein thrombosis
2022
A comparison of methods for high-dimensional survival data on small samples: hyperparameter optimization and validation
Regulatory T cells infiltrate the tumor-induced tertiary lymphoid structures and impose poor clinical outcome of patients with lung cancer
Adenoma detection rate is enough to assess endoscopist performance: a population-based observational study of FIT positive colonoscopies
2021
Quality of life in patients with BRAF-mutant melanoma receiving encorafenib plus binimetinib: results from the COLUMBUS phase III study