Magnetic resonance imaging assessments for knee segmentation and their use in combination with machine/deep learning as predictors of early osteoarthritis …
J Martel-Pelletier, P Paiement… - Therapeutic Advances …, 2023 - journals.sagepub.com
Knee osteoarthritis (OA) is a prevalent and disabling disease that can develop over
decades. This disease is heterogeneous and involves structural changes in the whole joint …
decades. This disease is heterogeneous and involves structural changes in the whole joint …
Computational anatomy for multi-organ analysis in medical imaging: A review
The medical image analysis field has traditionally been focused on the development of
organ-, and disease-specific methods. Recently, the interest in the development of more …
organ-, and disease-specific methods. Recently, the interest in the development of more …
Cross-modality image synthesis from unpaired data using cyclegan: Effects of gradient consistency loss and training data size
CT is commonly used in orthopedic procedures. MRI is used along with CT to identify
muscle structures and diagnose osteonecrosis due to its superior soft tissue contrast …
muscle structures and diagnose osteonecrosis due to its superior soft tissue contrast …
3D U-net with multi-level deep supervision: fully automatic segmentation of proximal femur in 3D MR images
This paper addresses the problem of segmentation of proximal femur in 3D MR images. We
propose a deeply supervised 3D U-net-like fully convolutional network for segmentation of …
propose a deeply supervised 3D U-net-like fully convolutional network for segmentation of …
Three-dimensional architecture of the whole human soleus muscle in vivo
Background Most data on the architecture of the human soleus muscle have been obtained
from cadaveric dissection or two-dimensional ultrasound imaging. We present the first …
from cadaveric dissection or two-dimensional ultrasound imaging. We present the first …
Exploration of new contrasts, targets, and MR imaging and spectroscopy techniques for neuromuscular disease–a workshop report of working group 3 of the …
GJ Strijkers, ECA Araujo, N Azzabou… - Journal of …, 2019 - content.iospress.com
Neuromuscular diseases are characterized by progressive muscle degeneration and
muscle weakness resulting in functional disabilities. While each of these diseases is …
muscle weakness resulting in functional disabilities. While each of these diseases is …
Patient-specific 3-D magnetic resonance imaging–based dynamic simulation of hip impingement and range of motion can replace 3-D computed tomography–based …
TD Lerch, C Degonda, F Schmaranzer… - … American journal of …, 2019 - journals.sagepub.com
Background: Femoroacetabular impingement (FAI) is a complex 3-dimensional (3D) hip
abnormality that can cause hip pain and osteoarthritis in young and active patients of …
abnormality that can cause hip pain and osteoarthritis in young and active patients of …
Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain
Objective Segmentation of thigh muscle and adipose tissue is important for the
understanding of musculoskeletal diseases such as osteoarthritis. Therefore, the purpose of …
understanding of musculoskeletal diseases such as osteoarthritis. Therefore, the purpose of …
Robust statistical shape models for MRI bone segmentation in presence of small field of view
Accurate bone modeling from medical images is essential in the diagnosis and treatment of
patients because it supports the detection of abnormal bone morphology, which is often …
patients because it supports the detection of abnormal bone morphology, which is often …
Automatic segmentation of all lower limb muscles from high-resolution magnetic resonance imaging using a cascaded three-dimensional deep convolutional neural …
High-resolution magnetic resonance imaging with fat suppression can obtain accurate
anatomical information of all 35 lower limb muscles and individual segmentation can …
anatomical information of all 35 lower limb muscles and individual segmentation can …