Francesco La Rosa

Cette personne n’est plus à l’EPFL

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Publications associées (32)

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

MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients

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

Background and objective: Compared to the conventional magnetization-prepared rapid gradient-echo imaging (MPRAGE) MRI sequence, the specialized magnetization prepared 2 rapid acquisition gradient echoes (MP2RAGE) shows a higher brain tissue and lesion con ...

2021

Myelin and axon pathology in multiple sclerosis assessed by myelin water and multi-shell diffusion imaging

Meritxell Bach Cuadra, Francesco La Rosa

Damage to the myelin sheath and the neuroaxonal unit is a cardinal feature of multiple sclerosis; however, a detailed characterization of the interaction between myelin and axon damage in vivo remains challenging. ...

OXFORD UNIV PRESS2021

Chronic White Matter Inflammation and Serum Neurofilament Levels in Multiple Sclerosis

Meritxell Bach Cuadra, Francesco La Rosa

Objective To assess whether chronic white matter inflammation in patients with multiple sclerosis (MS) as detected in vivo by paramagnetic rim MRI lesions (PRLs) is associated with higher serum neurofilament light chain (sNfL) levels, a marker of neuroaxon ...

LIPPINCOTT WILLIAMS & WILKINS2021

Cortical lesion detection using FLAWS in multiple sclerosis

Meritxell Bach Cuadra, Francesco La Rosa

SAGE PUBLICATIONS LTD2021

GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology

Meritxell Bach Cuadra, Francesco La Rosa

Introduction: During the last decade, a multitude of novel quantitative and semiquantitative MRI techniques have provided new information about the pathophysiology of neurological diseases. Yet, selection of the most relevant contrasts for a given patholog ...

2021

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

Jean-Philippe Thiran, Meritxell Bach Cuadra, Tobias Kober, 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

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

Francesco La Rosa

SAGE PUBLICATIONS LTD2020

Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Francesco La Rosa, Muhamed Barakovic, Mario Joao Fartaria de Oliveira, Ahmed Abdulkadir, Po-Jui Lu

The presence of cortical lesions in multiple sclerosis patients has emerged as an important biomarker of the disease. They appear in the earliest stages of the illness and have been shown to correlate with the severity of clinical symptoms. However, cortic ...

2020

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

Jean-Philippe Thiran, Thomas Yu, Francesco La Rosa

SAGE PUBLICATIONS LTD2020

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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

MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients

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

2021