Methodology
- Murris, J., Stolz, B., & Borgwardt, K. (2026). From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features. arXiv:2606.11911. [preprint]
- Murris, J., Bouaziz, O., Jakubczak, M., Katsahian, S., & Lavenu, A. (2025). Random survival forests for the analysis of recurrent events for right-censored data, with or without a terminal event. BMC Medical Research Methodology, 25(1), 262. [paper]
- Ducrot, L., Fevry, G., Dano, C., Texier, R., Murris, J., & Katsahian, S. (2025). SurvTreeSHAP(t): scalable explanation method for tree-based survival models. Workshop on Explainable Artificial Intelligence (XAI), IJCAI 2025. [paper]
- Bhan, M., Vittaut, J.N., Achache, N., Chesneau, N., Blangero, A., Legrand, V., Murris, J., & Lesot, M.J. (2025). Mitigating Text Toxicity with Counterfactual Generation. 3rd World Conference on eXplainable Artificial Intelligence 2025. [paper]
- Murris, J., Bhan, M., Ducrot, L., & Katsahian, S. (2025). Bridging interpretability and survival endpoints in health technology assessment. Preprint. [preprint]
- Murris, J., Katsahian, S., & Lavenu, A. (2024). Predicting Hospital Readmission after Cancer Surgery with Survival Analysis and Machine Learning. International Conference on AI in Healthcare. [paper]
- Murris, J., Amadei, T., Kirscher, T., Klein, A., Tropeano, A.I., & Katsahian, S. (2024). A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients. Learning from Time Series for Health Workshop, ICLR 2024. [paper]
- Farah, L.*, Murris, J.*, Borget, I., Guilloux, A., Martelli, N., & Katsahian, S. (2023). Health technology assessment of artificial intelligence-based medical devices: what healthcare stakeholders need to know. Mayo Clinic Proceedings: Digital Health. [paper]
- Murris, J., Charles-Nelson, A., Tadmouri, A., Lavenu, A., & Katsahian, S. (2023). Towards filling the gap around recurrent events in high dimensional framework: literature review and early comparison. Biostatistics and Epidemiology. [paper]
- Lavenu, A., Murris, J., Mareau, A., Rouzé, T., Fromont, M., Gares, V., & Katsahian, S. (2022). A comparison of methods for high-dimensional survival data on small samples: hyperparameter optimization and validation. 53ème Journées de Statistique de la SFdS. [paper]
Biomedical & Clinical Studies
- Nguyen, T.Q., Zhang, C., Linh, L., King, D.W., Vo, L.T., Murris, J., Zhang, S. & Trung, N.D. (2026). Intelligent and inclusive EEG-driven authentication for gender fairness and cognitive impairment. Intelligence & Robotics. [paper]
- Didier, J., Murris, J., [...] & Bréchot, N. (2025). Fluid balance after cardiac arrest: any impact on outcome? Insights from the MIMIC IV database. Resuscitation Plus. [paper]
- Deyrat, J., [...] Murris, J., [...] & Tzedakis, S. (2024). Evolution of minimally invasive liver surgery in France over the last decade. Surgical Endoscopy. [paper]
- Poisson, J., [...] Murris, J., [...] & Granier, C. (2024). 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. Immunity & Ageing. [paper]
- Arnoux, A., Murris, J., [...] & Schortgen, F. (2024). Protocol for Fever Control Using External Cooling in Mechanically Ventilated Patients with Septic Shock: SEPSISCOOL II Randomised Controlled Trial. BMJ Open. [paper]
- Degrave, R., Murris, J., [...] & Arlet, J.B. (2023). Risk factors for thromboembolic events in patients hospitalized for Covid-19 pneumonia. Postgraduate Medical Journal. [paper]
- Espitia, O., Raimbeau, A., Planquette, B., Katsahian, S., Sanchez, O., Bénichou, A., & Murris, J. (2023). A systematic review and meta-analysis of post-thrombotic syndrome, recurrent thromboembolism, and bleeding after upper extremity vein thrombosis. Journal of Vascular Surgery: Venous and Lymphatic Disorders. [paper]
- Devi-Marulkar, P., [...] Murris, J., [...] & Dieu-Nosjean, M.C. (2022). Regulatory T cells infiltrate the tumor-induced tertiary lymphoid structures and impose poor clinical outcome of patients with lung cancer. Communications Biology. [paper]
- Denis, B., Gendre, I., Tuzin, N., Murris, J., Guignard, A., Perrin, P., & Rahmi, G. (2022). Adenoma detection rate is enough to assess endoscopist performance: a population-based observational study of FIT positive colonoscopies. Endoscopy International Open. [paper]
- Gogas, H., [...] Murris, J., [...] & Flaherty, K. (2021). Quality of life in patients with BRAF-mutant melanoma receiving the combination encorafenib plus binimetinib: results from the COLUMBUS phase III study. European Journal of Cancer. [paper]