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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
1102021
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
172023
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
172022
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
152021
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
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
142022
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
122022
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
102023
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, ...
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024
72024
Semi-Supervised Variational Autoencoder for Survival Prediction
S Pálsson, S Cerri, A Dittadi, K Van Leemput
International MICCAI Brainlesion Workshop, 124-134, 2019
62019
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
52022
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
22023
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
22022
A lightweight generative model for interpretable subject-level prediction
C Mauri, S Cerri, O Puonti, M Mühlau, K Van Leemput
Medical Image Analysis, 103436, 2024
2024
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
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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Articles 1–17