Main Scientific Publication

Methodology

• Predicting Hospital Readmission after Cancer Surgery with Survival Analysis and Machine Learning [short paper]
  Murris J, Katsahian S, Lavenu A. International Conference on AI in Healthcare (AIiH), Swansea. AIiH (2024)

• Random survival forests for the analysis of recurrent events for right-censored data, with or without a terminal event [preprint]
  Murris J, Bouaziz O, Jakubczak M, Katsahian S, Lavenu A. (2024)

• Mitigating Text Toxicity with Counterfactual Generation [preprint]
  Bhan M, Vittaut JN, Achache N, Chesneau N, Blangero A, Legrand V, Murris J, Lesot MJ. (2024)

• A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients [conference paper]
  Murris J, Amadei T, Kirscher T, Klein A, Tropeano AI, Katsahian S. Learning from Time Series for Health Workshop ICLR 2024 (2024)

• Health technology assessment of artificial intelligence-based medical devices: what healthcare stakeholders need to know on algorithm performance, interpretability and explainability [paper]
  Farah L*, Murris J*, Borget I, Guilloux A, Martelli N, Katsahian S. Mayo Clinic Proceedings: Digital Health (2023)

• Towards filling the gap around recurrent events in high dimensional framework: literature review and early comparison [paper]
  Murris J, Charles-Nelson A, Tadmouri A, Lavenu A, Katsahian S. Biostatistics and Epidemiology (2023)

• Decision trees for analyzing survival data with recurrent events [short paper]
  Murris J, Lavenu A, Katsahian S. 54ème Journées de Statistique de la SFdS (2023)

• A comparison of methods for high-dimensional survival data on small samples: hyperparameter optimization and validation [short paper]
  Lavenu A, Murris J, Mareau A, Rouzé T, Fromont M, Gares V, Katsahian S. 53ème Journées de Statistique de la SFdS (2022)

Clinical studies

• Evolution of minimally invasive liver surgery in France over the last decade [paper]
  Deyrat J, […] Murris J, et al. Surgical Endoscopy (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 [paper]
  Poisson J, […] Murris J, et al. Immunity & Ageing (2024)

• Protocol for Fever Control Using External Cooling in Mechanically Ventilated Patients with Septic Shock: SEPSISCOOL II Randomised Controlled Trial [paper]
  Arnoux A, Murris J, et al. BMJ Open (2024)

• Risk factors for thromboembolic events in patients hospitalized for Covid-19 pneumonia in general ward and requiring oxygen supply [paper]
  Degrave R, Murris J, et al. Postgraduate Medical Journal (2023)

• A systematic review and meta-analysis of post-thrombotic syndrome, recurrent thromboembolism, and bleeding after upper extremity vein thrombosis [paper]
  Espitia O, Raimbeau A, Planquette B, Katsahian S, Sanchez O, Bénichou A, Murris J. Journal of Vascular Surgery: Venous and Lymphatic Disorders (2023)

• Regulatory T cells infiltrate the tumor-induced tertiary lymphoïd structures and impose poor clinical outcome of patients with lung cancer [paper]
  Devi-Marulkar P, […] Murris J, et al. Communications Biology (2022)

• Adenoma detection rate is enough to assess endoscopist performance: a population-based observational study of FIT positive colonoscopies [paper]
  Denis B, Gendre I, Tuzin N, Murris J, Guignard A, Perrin P, Rahmi G. Endoscopy International Open (2022)

• Quality of life in patients with BRAF-mutant melanoma receiving the combination encorafenib plus binimetinib: Results from a multicentre, open-label, randomised, phase III study (COLUMBUS) [paper]
  Gogas H, […] Murris J, et al. European Journal of Cancer (2021)