Margherita Rosnati

According to our database, Margherita Rosnati authored at least 4 papers between 2019 and 2023.

Collaborative distances:

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

2023

Robust semi-supervised segmentation with timestep ensembling diffusion models.

Margherita Rosnati, Mélanie Roschewitz, Ben Glocker

Proceedings of the Machine Learning for Health, 2023

2022

Analysing the effectiveness of a generative model for semi-supervised medical image segmentation.

Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker

Proceedings of the Machine Learning for Health, 2022

Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury.

Margherita Rosnati, Eyal Soreq, Miguel Monteiro, Lucia M. Li, Neil S. N. Graham, Karl Zimmerman, Carlotta Rossi, Greta Carrara, Guido Bertolini, David J. Sharp, Ben Glocker

Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022

2019

MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis.

Margherita Rosnati, Vincent Fortuin

CoRR, 2019