Semi-automatic muscle segmentation in MR images using deep registration-based label propagation

N Decaux, PH Conze, J Ropars, X He, FT Sheehan… - Pattern Recognition, 2023 - Elsevier
Fully automated approaches based on convolutional neural networks have shown
promising performances on muscle segmentation from magnetic resonance (MR) images …

Quantification of training‐induced alterations in body composition via automated machine learning analysis of MRI images in the thigh region: A pilot study in young …

S Ramedani, E Kelesoglu, N Stutzig… - Physiological …, 2025 - Wiley Online Library
The maintenance of an appropriate ratio of body fat to muscle mass is essential for the
preservation of health and performance, as excessive body fat is associated with an …

Comparison of the efficacy and safety of MAKO robot-assisted total knee arthroplasty versus conventional manual total knee arthroplasty in uncomplicated unilateral …

N Ma, P Sun, P Xin, S Zhong, J Xie, L Xiao - International Orthopaedics, 2024 - Springer
Purpose To compare the efficacy and safety of MAKO robot-assisted total knee arthroplasty
(MA-TKA) with conventional manual total knee arthroplasty (CM-TKA) in patients with end …

Robust semi-automatic segmentation method: an expert assistant tool for muscles in CT and MR data

M Azimbagirad, G Dardenne, D Ben Salem… - Computer Methods in …, 2024 - Taylor & Francis
Image muscle segmentation is useful to quantitatively assess musculoskeletal diseases by
extracting biomarkers such as shape, texture and water diffusivity metrics. Although …

A semi-automatic tool for thigh muscle segmentation

M Azimbagirad, G Dardenne, D Ben Salem, E Stindel… - 2022 - discovery.ucl.ac.uk
In order to follow up volume changes of thigh muscles in either disorders or muscle therapy
treatments, several segmentation methods have been introduced. Since the accuracy of …