Margherita Rosnati

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Outcome Prediction

Diffusion Models

Unlabelled Data

Medical Image Segmentation

Top Venues

Publications

Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. CoRR (2023)
Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. ML4H@NeurIPS (2023)
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
Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury. CoRR (2022)
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
Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury. MLCN@MICCAI (2022)
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation. ML4H@NeurIPS (2022)
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation. CoRR (2022)
Margherita Rosnati, Vincent Fortuin
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. CoRR (2019)