Fat-corrected non-Gaussian diffusion MRI in a non-alcoholic fatty liver disease: diagnostic performance for liver fibrosis

Motivation: In nonalcoholic fatty liver disease (NAFLD), hepatic fibrosis is strongly associated with patient survival. Diffusion MRI has been proposed to assess liver fibrosis, but this evaluation is hampered in hepatic steatosis. Goal(s): Our goal was to evaluate the diagnostic performance of non-Gaussian diffusion MRI in assessing liver fibrosis in 250 patients with NAFLD. Approach: We developed a method to calculate the non-Gaussian diffusion coefficient, based on non-linear regression and fat correction. Results: With this corrected diffusion method, NAFLD patients with liver fibrosis could be differentiated from patients without it. Impact: With this corrected diffusion method, NAFLD patients with liver fibrosis could be differentiated from patients without it.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/5183
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
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article

Fat-corrected non-Gaussian diffusion MRI in a non-alcoholic fatty liver disease: diagnostic performance for liver fibrosis

Sabrina Doblas, Gwenaël Pagé
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Liver Disease Diagnosis and Treatment
article

Fat-corrected non-Gaussian diffusion MRI in a non-alcoholic fatty liver disease: diagnostic performance for liver fibrosis

Sabrina Doblas, Gwenaël Pagé
article en

Abstract

Motivation: In nonalcoholic fatty liver disease (NAFLD), hepatic fibrosis is strongly associated with patient survival. Diffusion MRI has been proposed to assess liver fibrosis, but this evaluation is hampered in hepatic steatosis. Goal(s): Our goal was to evaluate the diagnostic performance of non-Gaussian diffusion MRI in assessing liver fibrosis in 250 patients with NAFLD. Approach: We developed a method to calculate the non-Gaussian diffusion coefficient, based on non-linear regression and fat correction. Results: With this corrected diffusion method, NAFLD patients with liver fibrosis could be differentiated from patients without it. Impact: With this corrected diffusion method, NAFLD patients with liver fibrosis could be differentiated from patients without it.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Hôpital Beaujon (FR), Assistance Publique – Hôpitaux de Paris (FR), Centre de Recherche sur l'Inflammation (FR)
Good health and well-being
Openalex Percentile: Top 68%
Liver Disease Diagnosis and Treatment
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