The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches - Hostin, Marc‐Adrien; Ogier, Augustin C.; Michel, Constance P.; Le Fur, Yann; Guye, Maxime; Attarian, Shahram; Fortanier, Etienne; Bellemare, Marc‐Emmanuel; Bendahan, David (Journal of magnetic resonance imaging, 2023)
Keywords: Artificial Intelligence; Artificial neural networks; Automation; Bioengineering; Comparative studies; Computer Science; Deep learning; Evaluation; fat infiltration; Field strength; Image Processing; Image segmentation; Imaging; Infiltration; Life Sciences; Machine learning; Magnetic resonance imaging; Medical Imaging; muscle segmentation; Muscles; Neural networks; neuromuscular disease; Neuromuscular diseases; Outliers (statistics); quantitative MRI; Segmentation; Statistical analysis; Statistical tests; Thigh; quantitative MRI; deep learning; neuromuscular disease; fat infiltration; muscle segmentation