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Francesco La Rosa
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Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE
F La Rosa, A Abdulkadir, MJ Fartaria, R Rahmanzadeh, PJ Lu, ...
NeuroImage: Clinical 27, 102335, 2020
852020
Myelin and axon pathology in multiple sclerosis assessed by myelin water and multi-shell diffusion imaging
R Rahmanzadeh, PJ Lu, M Barakovic, M Weigel, P Maggi, TD Nguyen, ...
Brain 144 (6), 1684-1696, 2021
752021
Chronic white matter inflammation and serum neurofilament levels in multiple sclerosis
P Maggi, J Kuhle, S Schädelin, F Van Der Meer, M Weigel, R Galbusera, ...
Neurology 97 (6), e543-e553, 2021
622021
CVSnet: A machine learning approach for automated central vein sign assessment in multiple sclerosis
P Maggi, MJ Fartaria, J Jorge, F La Rosa, M Absinta, P Sati, R Meuli, ...
NMR in Biomedicine 33 (5), e4283, 2020
382020
A new advanced MRI biomarker for remyelinated lesions in multiple sclerosis
R Rahmanzadeh, R Galbusera, PJ Lu, E Bahn, M Weigel, M Barakovic, ...
Annals of neurology 92 (3), 486-502, 2022
372022
RimNet: A deep 3D multimodal MRI architecture for paramagnetic rim lesion assessment in multiple sclerosis
G Barquero, F La Rosa, H Kebiri, PJ Lu, R Rahmanzadeh, M Weigel, ...
NeuroImage: Clinical 28, 102412, 2020
352020
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps
HG Nguyen, A Pica, J Hrbacek, DC Weber, F La Rosa, A Schalenbourg, ...
International Conference on Medical Imaging with Deep Learning, 370-379, 2019
352019
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis
F La Rosa, MJ Fartaria, T Kober, J Richiardi, C Granziera, JP Thiran, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
262019
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
172022
A deep learning approach to bone segmentation in CT scans
F La Rosa, M Wenzel, R Campanini
162017
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: Emerging machine learning techniques and future avenues
F La Rosa, M Wynen, O Al-Louzi, ES Beck, T Huelnhagen, P Maggi, ...
NeuroImage: Clinical, 103205, 2022
142022
Shifts 2.0: Extending the dataset of real distributional shifts
A Malinin, A Athanasopoulos, M Barakovic, MB Cuadra, MJF Gales, ...
arXiv preprint arXiv:2206.15407, 2022
142022
Automated detection of cortical lesions in multiple sclerosis patients with 7T MRI
F La Rosa, ES Beck, A Abdulkadir, JP Thiran, DS Reich, P Sati, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
112020
Multiple sclerosis cortical lesion detection with deep learning at ultra‐high‐field MRI
F La Rosa, ES Beck, J Maranzano, RA Todea, P van Gelderen, ...
NMR in Biomedicine 35 (8), e4730, 2022
92022
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients
F La Rosa, T Yu, G Barquero, JP Thiran, C Granziera, MB Cuadra
Computers in Biology and Medicine 132, 104297, 2021
82021
GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology
PJ Lu, Y Yoo, R Rahmanzadeh, R Galbusera, M Weigel, P Ceccaldi, ...
NeuroImage: Clinical 29, 102522, 2021
72021
GAMER-MRI in multiple sclerosis identifies the diffusion-based microstructural measures that are most sensitive to focal damage: A Deep-Learning-Based Analysis and Clinico …
PJ Lu, M Barakovic, M Weigel, R Rahmanzadeh, R Galbusera, S Schiavi, ...
Frontiers in Neuroscience 15, 647535, 2021
62021
BMAT: An open-source BIDS managing and analysis tool
CV Bulcke, M Wynen, J Detobel, F La Rosa, M Absinta, L Dricot, B Macq, ...
NeuroImage: Clinical 36, 103252, 2022
52022
On multi-path longitudinal spin relaxation in brain tissue
J Assländer, A Mao, ES Beck, F La Rosa, RW Charlson, TM Shepherd, ...
arXiv preprint arXiv:2301.08394, 2023
42023
Fluid and white matter suppression: new sensitive 3 T magnetic resonance imaging contrasts for cortical lesion detection in multiple sclerosis
J Müller, F La Rosa, J Beaumont, C Tsagkas, R Rahmanzadeh, M Weigel, ...
Investigative Radiology 57 (9), 592, 2022
42022
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