Francesco La Rosa

Cette personne a quitté l’EPFL

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Publications associées (32)

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CLaiMS-Net: cortical lesions assessment in multiple sclerosis patients via a convolutional neural network and a single 3T MRI acquisition

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Muhamed Barakovic, Francesco La Rosa

SAGE PUBLICATIONS LTD2021

RimNet: A deep 3D multimodal MRI architecture for paramagnetic rim lesion assessment in multiple sclerosis

Tobias Kober, Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa

Objectives In multiple sclerosis (MS), the presence of a paramagnetic rim at the edge of non-gadolinium-enhancing lesions indicates perilesional chronic inflammation. Patients featuring a higher paramagnetic rim lesion burden tend to have more aggressive d ...

2020

Deep learning-based detection of cortical lesions in multiple sclerosis patients with FLAIR, DIR, and MP2RAGE MRI sequences

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa

London, SAGE PUBLICATIONS LTD2019

Advanced magnetic resonance imaging for myelin and axonal density in ms: correlation with clinical disability and serum neurofilament levels

Francesco La Rosa

SAGE PUBLICATIONS LTD2020

Translating mprage to mp2rage improves the automatic tissue and lesion segmentation in multiple sclerosis patients

Jean-Philippe Thiran, Francesco La Rosa, Thomas Yu

SAGE PUBLICATIONS LTD2020

Toward a joint automated assessment of cortical and paramagnetic rim lesions with 7T MRI

Meritxell Bach Cuadra, Francesco La Rosa

SAGE PUBLICATIONS LTD2022

Studying intralesional axonal damage in ms white matter lesions with diffusion mri biophysical models

Francesco La Rosa

SAGE PUBLICATIONS LTD2020

Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE

Jean-Philippe Thiran, Tobias Kober, Meritxell Bach Cuadra, Bénédicte Marie Maréchal, Cristina Granziera, Francesco La Rosa

Paramagnetic rim lesions (PRL) in multiple sclerosis are chronic inflammatory lesions depicted in susceptibility-based MRI where high PRL lesion burden has been associated with a more aggressive disease course. As their visual detection is subjective and t ...

ISMRM2021

Deep learning-based detection of cortical lesions in multiple sclerosis patients with FLAIR, DIR, and MP2RAGE MRI sequences

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa

SAGE PUBLICATIONS LTD2019

Axonal damage explains part of and extends beyond the diffuse pathology evidenced by T1 mapping in normal-appearing white matter of multiple sclerosis patients

Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa

SAGE PUBLICATIONS LTD2019

Automated detection of cortical lesions with single and multi-contrast 7T MRI

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa

SAGE PUBLICATIONS LTD2021

Differential diagnosis of multiple sclerosis with machine learning-based central vein sign recognition

Tobias Kober, Meritxell Bach Cuadra, Reto Meuli, João Pedro Forjaco Jorge, Francesco La Rosa, Jonas Richiardi

SAGE PUBLICATIONS LTD2018