MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. - Margherita Rosnati; Vincent Fortuin (CoRR, 2019)

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 (MLCN@MICCAI, 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 (ML4H@NeurIPS, 2022)

Robust semi-supervised segmentation with timestep ensembling diffusion models. - Margherita Rosnati; Mélanie Roschewitz; Ben Glocker (ML4H@NeurIPS, 2023)