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Margherita Rosnati
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2020 – today
- 2023
- [c3]Margherita Rosnati, Mélanie Roschewitz, Ben Glocker:
Robust semi-supervised segmentation with timestep ensembling diffusion models. ML4H@NeurIPS 2023: 512-527 - [i4]Margherita Rosnati, Mélanie Roschewitz, Ben Glocker:
Robust semi-supervised segmentation with timestep ensembling diffusion models. CoRR abs/2311.07421 (2023) - 2022
- [c2]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: 135-146 - [c1]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: 290-310 - [i3]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 abs/2208.04114 (2022) - [i2]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 abs/2211.01886 (2022)
2010 – 2019
- 2019
- [i1]Margherita Rosnati, Vincent Fortuin:
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. CoRR abs/1909.12637 (2019)
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