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Stefano Cerri
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A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis
S Cerri, O Puonti, DS Meier, J Wuerfel, M Mühlau, HR Siebner, ...
NeuroImage 225, 117471, 2021
762021
A longitudinal method for simultaneous whole-brain and lesion segmentation in multiple sclerosis
S Cerri, A Hoopes, DN Greve, M Mühlau, K Van Leemput
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020
152020
Joint Segmentation Of Multiple Sclerosis Lesions And Brain Anatomy In MRI Scans Of Any Contrast And Resolution With CNNs
B Billot, S Cerri, K Van Leemput, AV Dalca, JE Iglesias
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1971-1974, 2021
102021
An open-source tool for longitudinal whole-brain and white matter lesion segmentation
S Cerri, DN Greve, A Hoopes, H Lundell, HR Siebner, M Mühlau, ...
NeuroImage: Clinical 38, 103354, 2023
82023
Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of mr images
S Pálsson, S Cerri, HS Poulsen, T Urup, I Law, K Van Leemput
Scientific Reports 12 (1), 1-12, 2022
82022
Prediction of mgmt methylation status of glioblastoma using radiomics and latent space shape features
S Pálsson, S Cerri, K Van Leemput
International MICCAI Brainlesion Workshop, 222-231, 2022
82022
Linking lesions in sensorimotor cortex to contralateral hand function in multiple sclerosis: a 7 T MRI study
MAJ Madsen, V Wiggermann, MFM Marques, H Lundell, S Cerri, O Puonti, ...
Brain 145 (10), 3522-3535, 2022
72022
Semi-Supervised Variational Autoencoder for Survival Prediction
S Pálsson, S Cerri, A Dittadi, K Van Leemput
International MICCAI Brainlesion Workshop, 124-134, 2019
52019
Accurate and Explainable Image-Based Prediction Using a Lightweight Generative Model
C Mauri, S Cerri, O Puonti, M Mühlau, K Van Leemput
International Conference on Medical Image Computing and Computer-Assisted …, 2022
32022
A genetic risk variant for multiple sclerosis severity is associated with brain atrophy
C Gasperi, T Wiltgen, J McGinnis, S Cerri, T Moridi, R Ouellette, A Pukaj, ...
Annals of Neurology 94 (6), 1080-1085, 2023
12023
Assessing individual variability of the entorhinal subfields in health and disease
J Oltmer, DN Greve, S Cerri, N Slepneva, J Llamas‐Rodríguez, ...
Journal of Comparative Neurology 531 (18), 2062-2079, 2023
12023
Quantitative evaluation of the influence of multiple MRI sequences and of pathological tissues on the registration of longitudinal data acquired in brain tumor treatment
L Canalini, J Klein, D Waldmannstetter, F Kofler, S Cerri, A Hering, ...
Frontiers in Neuroimaging, 32, 2022
12022
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI
P Laso, S Cerri, A Sorby-Adams, J Guo, F Mateen, P Goebl, J Wu, P Liu, ...
arXiv preprint arXiv:2312.05119, 2023
2023
A Lightweight Causal Model for Interpretable Subject-level Prediction
C Mauri, S Cerri, O Puonti, M Mühlau, K Van Leemput
arXiv preprint arXiv:2306.11107, 2023
2023
Grey matter matters: The impact of regional cortical lesions, investigated with 7T MRI, on sensorimotor function in Danish MS patients
MAJ Madsen, V Wiggermann, MFM Marques, H Lundell, S Cerri, O Puonti, ...
DAREMUS: Nationalt MS forskningsmøde 2021, 2021
2021
Kortikale læsioner synlige på 7T MR scanninger forårsager lokale ændringer i kortikal funktion og område specifikke symptomer
MAJ Madsen, V Wiggermann, MFM Marques, H Lundell, S Cerri, O Puonti, ...
Scleroseforeningens fondsmodtager møde, 2021
2021
Cortical lesions detected with 7T MRI are associated with disruption of local cortical function and area specific symptoms
MAJ Madsen, V Wiggermann, MFM Marques, H Lundell, S Cerri, O Puonti, ...
European Committee for Treatment and Research in Multiple Sclerosis: Virtual …, 2021
2021
Computational Imaging Biomarkers of Multiple Sclerosis
S Cerri
DTU Health Technology, 2021
2021
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