Jérémie Despraz

According to our database, Jérémie Despraz authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Evaluating Synthetic Data Augmentation to Correct for Data Imbalance in Realistic Clinical Prediction Settings.

Bogdan Kulynych, Jérémie Despraz, Christian Simon, Jean Louis Raisaro

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Tunable Privacy Risk Evaluation of Generative Adversarial Networks.

Bogdan Kulynych, Jérémie Despraz, Jean Louis Raisaro

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2022

Generation and Evaluation of Synthetic Data in a University Hospital Setting.

Bayrem Kaabachi, Jérémie Despraz, Thierry Meurers, Fabian Prasser, Jean Louis Raisaro

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

2018

Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support.

Maria Camila Alvarez Trivino, Jérémie Despraz, Jesús Alfonso López Sotelo, Carlos Andrés Peña

CoRR, 2018

2017

Exploring Internal Representations of Deep Neural Networks.

Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes

Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Towards a Better Understanding of Deep Neural Networks Representations using Deep Generative Networks.

Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017