Stefano Cerri

17 papers Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning.
CoRR
Asbjørn Munk, Stefano Cerri, Jakob Ambsdorf, Julia Machnio, Sebastian Nørgaard Llambias, Vardan Nersesjan, Christian Hedeager Krag, Peirong Liu, Pablo Rocamora-García, Mostafa Mehdipour-Ghazi, Mikael Boesen, Michael Eriksen Benros, Juan Eugenio Iglesias, Mads Nielsen
2025 J jnl
A lightweight generative model for interpretable subject-level prediction.
Medical Image Anal.
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2024 — conf
Quantifying White Matter Hyperintensity and Brain Volumes in Heterogeneous Clinical and Low-Field Portable MRI.
ISBI
Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Bran Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias
2023 J jnl
A Lightweight Causal Model for Interpretable Subject-level Prediction.
CoRR
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2023 J jnl
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI.
CoRR
Pablo Laso, Stefano Cerri, Annabel Sorby-Adams, Jennifer Guo, Farrah Mateen, Philipp Goebl, Jiaming Wu, Peirong Liu, Hongwei Li, Sean I. Young, Benjamin Billot, Oula Puonti, Gordon Sze, Sam Payabavash, Adam DeHavenon, Kevin N. Sheth, Matthew S. Rosen, John Kirsch, Nicola Strisciuglio, Jelmer M. Wolterink, Arman Eshaghi, Frederik Barkhof, W. Taylor Kimberly, Juan Eugenio Iglesias
2022 — conf
Accurate and Explainable Image-Based Prediction Using a Lightweight Generative Model.
MICCAI (8)
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2022 J jnl
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation.
CoRR
Stefano Cerri, Douglas N. Greve, Andrew Hoopes, Henrik Lundell, Hartwig R. Siebner, Mark Mühlau, Koen Van Leemput
2021 J jnl
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis.
NeuroImage
Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput
2021 — conf
Joint Segmentation Of Multiple Sclerosis Lesions And Brain Anatomy In MRI Scans Of Any Contrast And Resolution With CNNs.
ISBI
Benjamin Billot, Stefano Cerri, Koen Van Leemput, Adrian V. Dalca, Juan Eugenio Iglesias
2021 J jnl
Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images.
CoRR
Sveinn Pálsson, Stefano Cerri, Hans Skovgaard Poulsen, Thomas Urup, Ian Law, Koen Van Leemput
2021 — conf
Prediction of MGMT Methylation Status of Glioblastoma Using Radiomics and Latent Space Shape Features.
BrainLes@MICCAI (2)
Sveinn Pálsson, Stefano Cerri, Koen Van Leemput
2021 J jnl
Prediction of MGMT Methylation Status of Glioblastoma using Radiomics and Latent Space Shape Features.
CoRR
Sveinn Pálsson, Stefano Cerri, Koen Van Leemput
2020 J jnl
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
CoRR
Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput
2020 — conf
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
MLCN/RNO-AI@MICCAI
Stefano Cerri, Andrew Hoopes, Douglas N. Greve, Mark Mühlau, Koen Van Leemput
2020 J jnl
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
CoRR
Stefano Cerri, Andrew Hoopes, Douglas N. Greve, Mark Mühlau, Koen Van Leemput
2019 J jnl
Semi-Supervised Variational Autoencoder for Survival Prediction.
CoRR
Sveinn Pálsson, Stefano Cerri, Andrea Dittadi, Koen Van Leemput
2019 — conf
Semi-supervised Variational Autoencoder for Survival Prediction.
BrainLes@MICCAI (2)
Sveinn Pálsson, Stefano Cerri, Andrea Dittadi, Koen Van Leemput