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Abstract #3183

SEMI-AUTOMATIC QUANTIFICATION OF ABDOMINAL WALL MUSCLES DEFORMATIONS BASED ON DYNAMIC MRI IMAGE REGISTRATION

Arthur Jourdan1, Arnaud Le Troter2, Pierre Daude2, Stanislas Rapacchi2, Catherine Masson1, Thierry Bege1,3, and David Bendahan2
1Aix-Marseille Univ, Univ Gustave Eiffel, IFSTTAR, LBA, Marseille, France, 2Aix Marseille Univ, CNRS, CRMBM, Marseille, France, 3Department of General Surgery, Aix Marseille Univ, North Hospital, APHM, Marseille, France

A novel semi-automatic post-processing method dedicated to real-time dynamic MRI aiming at a fast and reliable quantification of abdominal wall muscles deformations. The described method combines a highly accurate supervised 2D+t segmentation procedure of the abdominal wall muscles (mean Dice similarity coefficient of 0.95 ± 0.03), the quantification of muscles deformations based on masks registration and the mapping of deformations within muscle compartments leveraging a dedicated parcellation. The present genuine method provides a quantitative analytical frame that could be used in further studies for a better understanding of abdominal wall deformations in physiological and pathological situations.

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