2025
Random survival forests for the analysis of recurrent events for right-censored data, with or without a terminal event
Murris J, Bouaziz O, Jakubczak M, Katsahian S, Lavenu A
BMC Medical Research Methodology paper ↗
SurvTreeSHAP(t): scalable explanation method for tree-based survival models
Ducrot L, Fevry G, Dano C, Texier R, Murris J, Katsahian S
XAI Workshop, IJCAI 2025 paper ↗
Mitigating Text Toxicity with Counterfactual Generation
Bhan M, Vittaut JN, Achache N, Chesneau N, Blangero A, Legrand V, Murris J, Lesot MJ
3rd World Conference on XAI 2025 paper ↗
Bridging interpretability and survival endpoints in health technology assessment
Murris J, Bhan M, Ducrot L, Katsahian S
Preprint paper ↗
Fluid balance after cardiac arrest: any impact on outcome? Insights from the MIMIC IV database
Didier J, Murris J, et al.
Resuscitation Plus paper ↗
2024
Predicting Hospital Readmission after Cancer Surgery with Survival Analysis and Machine Learning
Murris J, Katsahian S, Lavenu A
International Conference on AI in Healthcare paper ↗
A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients
Murris J, Amadei T, Kirscher T, Klein A, Tropeano AI, Katsahian S
Learning from Time Series for Health, ICLR 2024 paper ↗
Evolution of minimally invasive liver surgery in France over the last decade
Deyrat J, [...] Murris J, et al.
Surgical Endoscopy paper ↗
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
Poisson J, [...] Murris J, et al.
Immunity & Ageing paper ↗
Protocol for Fever Control Using External Cooling in Mechanically Ventilated Patients with Septic Shock: SEPSISCOOL II Randomised Controlled Trial
Arnoux A, Murris J, et al.
BMJ Open paper ↗
2023
Health technology assessment of artificial intelligence-based medical devices: what healthcare stakeholders need to know
Farah L*, Murris J*, Borget I, Guilloux A, Martelli N, Katsahian S
Mayo Clinic Proceedings: Digital Health paper ↗
Towards filling the gap around recurrent events in high dimensional framework: literature review and early comparison
Murris J, Charles-Nelson A, Tadmouri A, Lavenu A, Katsahian S
Biostatistics and Epidemiology paper ↗
Risk factors for thromboembolic events in patients hospitalized for Covid-19 pneumonia
Degrave R, Murris J, et al.
Postgraduate Medical Journal paper ↗
A systematic review and meta-analysis of post-thrombotic syndrome, recurrent thromboembolism, and bleeding after upper extremity vein thrombosis
Espitia O, Raimbeau A, Planquette B, Katsahian S, Sanchez O, Bénichou A, Murris J
J Vascular Surgery: Venous and Lymphatic Disorders paper ↗
2022
A comparison of methods for high-dimensional survival data on small samples: hyperparameter optimization and validation
Lavenu A, Murris J, Mareau A, Rouzé T, Fromont M, Gares V, Katsahian S
53ème Journées de Statistique, SFdS paper ↗
Regulatory T cells infiltrate the tumor-induced tertiary lymphoid structures and impose poor clinical outcome of patients with lung cancer
Devi-Marulkar P, [...] Murris J, et al.
Communications Biology paper ↗
Adenoma detection rate is enough to assess endoscopist performance: a population-based observational study of FIT positive colonoscopies
Denis B, Gendre I, Tuzin N, Murris J, Guignard A, Perrin P, Rahmi G
Endoscopy International Open paper ↗
2021
Quality of life in patients with BRAF-mutant melanoma receiving encorafenib plus binimetinib: results from the COLUMBUS phase III study
Gogas H, [...] Murris J, et al.
European Journal of Cancer paper ↗