3-dimensional (3D) isotropic MRI of the shoulder-advantages over 2D MRI

T Soldatos, JP Shah, A Chhabra - Seminars in Roentgenology, 2024 - Elsevier
The increasing implementation of high-field MRI scanners and the development of novel
imaging techniques have rendered 3D imaging of joints more feasible and efficient than …

Development of machine learning models aiming at knee osteoarthritis diagnosing: an MRI radiomics analysis

T Cui, R Liu, Y Jing, J Fu, J Chen - Journal of Orthopaedic Surgery and …, 2023 - Springer
Background To develop and assess the performance of machine learning (ML) models
based on magnetic resonance imaging (MRI) radiomics analysis for knee osteoarthritis …

Integrating Radiomics and Neural Networks for Knee Osteoarthritis Incidence Prediction

S Li, P Cao, J Li, T Chen, P Luo, G Ruan… - Arthritis & …, 2024 - Wiley Online Library
Objective Accurately predicting knee osteoarthritis (KOA) is essential for early detection and
personalized treatment. We aimed to develop and test an MRI‐based Joint Space Radiomic …

Three-dimensional texture analyses of multi-quantitative relaxation time maps for evaluating cartilage repair with the treatment of allogeneic human adipose-derived …

X Zhao, J Ruan, J Li, C Dai, M Pei, Y Zhou - Magnetic Resonance Imaging, 2024 - Elsevier
Background To explore the ability of three-dimensional texture analyses based on gray-level
run-length matrix (GLRLM) for examining the spatial distribution of pixel values on magnetic …

[PDF][PDF] Prediction of knee Osteoarthritis using MRI-based Radiomic Features

IR Campos - 2023 - repositorio-aberto.up.pt
Introduction. Knee osteoarthritis (KOA) is a highly prevalent whole joint disease that arises
from various knee tissues. The infrapatellar fat pad (IPFP) is a source of knee pain in …

[PDF][PDF] EFFECTS OF BLOOD FLOW RESTRICTION IMPLEMENTATION ON BONE MARROW EDEMA, CARTILAGE QUALITY RECOVERY AND BONE MINERAL …

N Van Laethem, J Vandepitte, T Verdonck - libstore.ugent.be
Methods/design: This is a study protocol for a RCT including 25 participants under the age of
45. Individuals allocated to the control group will complete a twelve-week exercise program …

3D Texture Analysis of 3D DESS Cartilage Images for Prediction of Knee Osteoarthritis

D Uher, A Väärälä, A Isosalo, V Casula, MT Nieminen - archive.ismrm.org
In this study, a gray level co-occurrence matrix (GLCM) based 3D Texture Analysis method
was utilized for early prediction of knee osteoarthritis using 3D DESS images. Twenty …