output
20072026
most citedAutomatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images

26 citations

8 papers

cs.CV2026

DyABD: The Abdominal Muscle Segmentation in Dynamic MRI Benchmark

Niamh Belton, Victoria Joppin, Aonghus Lawlor +4

This work introduces DyABD, a novel and complex benchmark dataset of dynamic abdominal MRIs from patients with abdominal hernias and associated high quality abdominal muscle annota…

physics.med-ph2026

A review of ventral hernia biomechanics

Victoria Joppin, Catherine Masson, David Bendahan +1

Despite advancements in surgical techniques, hernia recurrence rates remain high, underscoring the need for improved understanding of abdominal wall behaviour. While surgeons are a…

physics.med-ph2026

Biomechanics of the abdominal wall before and after ventral hernia repair using dynamic MRI

Victoria Joppin, David Bendahan, Ahmed Ali El Ahmadi +2

Purpose: This study aims to investigate the use of dynamic MRI to assess abdominal wall biomechanics before and after hernia surgery, considering that such evaluations can enhance…

q-bio.TO2025★ 1 cited

Segmentation of spinal rootlets across MRI contrasts with RootletSeg

Katerina Krejci, Jiri Chmelik, Sandrine Bedard +5

Purpose: To develop a deep learning method for the automatic segmentation of spinal nerve rootlets on various MRI scans. Material and Methods: This retrospective study included MRI…

physics.med-ph2025

Towards a better understanding of abdominal wall biomechanics: in vivo relationship between dynamic intra-abdominal pressure and magnetic resonance imaging measurements

Victoria Joppin, Arthur Jourdan, David Bendahan +4

Background In vivo mechanical behaviour of the abdominal wall has been poorly characterised and important details are missing regarding the occurrence and post-operative recurrence…

eess.IV2021

2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7T

Nilser J. Laines Medina, Charley Gros, Julien Cohen-Adad +2

The spinal cord (SC), which conveys information between the brain and the peripheral nervous system, plays a key role in various neurological disorders such as multiple sclerosis (…