Jérémie Despraz
University of Lausanne(CH)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Ethics in Clinical Research, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Design and control of compliant tensegrity robots through simulation and hardware validation(2014)260 cited
- → A scoping review of privacy and utility metrics in medical synthetic data(2025)45 cited
- → National Early Warning Score (NEWS) Outperforms Quick Sepsis-Related Organ Failure (qSOFA) Score for Early Detection of Sepsis in the Emergency Department(2022)24 cited
- → Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks(2017)14 cited
- → Development of a Predictive Model for Hospital-Acquired Pressure Injuries(2023)8 cited
- → Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support(2018)5 cited
- → Human blood cell transcriptomics unveils dynamic systemic immune modulation along colorectal cancer progression(2024)5 cited
- → Neonatal leucocyte cell population data: reference intervals and relevance for detecting sepsis and necrotizing enterocolitis(2025)2 cited
- → Generation and Evaluation of Synthetic Data in a University Hospital Setting(2022)2 cited