Talks & events

Talks

• Leveraging Survival Analysis and Machine Learning for Repeated Events in Cancer Surgery: A User-Friendly R Toolkit [video]
  The Effective Statistician Conference, 2024, Online

• Predicting Recurrent Events in a Survival Framework [slides]
  International Day of Women in Statistics and Data Science, 2024, Online

• Random survival forests for the analysis of recurrent events for right-censored data, with or without a terminal event [slides]
  Clinical Research Unit, Pompidou Hospital, 2024, Paris, France

• Random survival forests for analysing survival data with recurrent events [slides]
  Survival Analysis for Junior Researchers 2023, Ulm, Germany

• Random survival forests for analysing survival data with recurrent events [slides]
  Conference of the International Society for Clinical Biostatistics 2023, Milan, Italy

• Decision trees for analyzing survival data with recurrent events [slides]
  Journées de Statistique 2023, Brussels, Belgium

• Introducing recurrent events in high-dimensional frameworks [slides]
  Journées de Biostatistique 2022, Rennes, France

Posters

• Tree-Based Approaches for Interpretable Modeling in Healthcare [long abstract] [poster]
  AI, Ethics and Society 2024, San Jose (CA), USA

• Predicting Hospital Readmission after Cancer Surgery with Survival Analysis and Machine Learning [poster]
  AI in Healthcare 2024, Swansea, UK

• RecForest: Random survival forests to analyze recurrent events in R [poster]
  Rencontres R 2024, Vannes, France - ☀️ Best Poster Award

• A Novel Methodological Framework for the Analysis of Health Trajectories and Survival Outcomes in Heart Failure Patients [poster] [linkedin post]
  ICLR 2024 TS4H Workshop, Vienna, Austria

• The curse of data maturity in observational studies: practical advice from protocol development to interpretation of results [poster]
  ISPOR Europe 2023, Copenhagen, Denmark

• Improving survival risk prediction with random survival forests for recurrent events in biological systems [poster]
  Intelligent Systems for Molecular Biology / European Conference on Computational Biology 2023, Lyon, France

• Novel data visualization and unsupervised machine learning techniques to support optimal management of toxicity profiles of encorafenib plus cetuximab in patients with BRAFV600E-mutant metastatic colorectal cancer [poster]
  ESMO 2023, Barcelona, Spain

• Data Visualization in Real-World Studies to Aid Understanding and Interpretation [poster] [linkedin post]
  ISPOR Europe 2022, Vienna, Austria

• Key notions in health technology assessment of AI-based medical devices: what healthcare stakeholders need to know [poster]
  Statistics and Biopharmacy 2022, Paris, France

• Towards filling the gap around recurrent events in high dimensional framework: literature review and early comparison [poster]
  Statistics and Biopharmacy 2022, Paris, France

• Prevalence of visible skin diseases, an international study of 13,138 people
  Journées Dermatologiques de Paris 2021, Paris, France

• Perioperative Complications of Scoliosis Surgery : Management Strategies and Associated Costs in France
  ISPOR Europe 2020, virtual

• Comparison of three large real-world databases from different countries and implications for their use for retrospective studies
  ISPOR Europe 2019, Copenhagen, Denmark

• Patient selection process in real-world data from electronic health records - suggested standardised process for selecting patients
  ISPOR Europe 2019, Copenhagen, Denmark