Gaining Insight into Updated MR Imaging for Quantitative …
2024年5月29日 · Multi-dimensional MR imaging assesses biochemical alterations in KOA-afflicted cartilage, aiding early degeneration identification. Integrating artificial intelligence enhances …
Optimizing knee osteoarthritis severity prediction on MRI ... - Nature
2024年11月5日 · Simple radiography (X-rays) is commonly used to assess KOA. Radiologists use a 5-point scale Kell-gren and Lawrence (KL) Scale ranging from 0 pointing to a normal …
Magnetic resonance imaging-based biomarkers for knee …
2024年12月1日 · This review highlights several MRI-based biomarkers that demonstrate excellent predictive performance (AUC>0.8): quantitative measurements of cartilage and meniscus for …
MRI深度学习在膝关节骨性关节炎中的研究进展 - 磁共振成像
现如今膝关节骨性关节炎（knee osteoarthritis, KOA）的患病率逐年升高，评估KOA主要通过MRI。膝骨关节本身结构复杂，目前依靠专业医师的临床经验通过对膝关节MRI图像进行诊断 …
Integrating Radiomics and Neural Networks for Knee …
We aimed to develop and test a magnetic resonance imaging (MRI)-based joint space (JS) radiomic model (RM) to predict radiographic KOA incidence through neural networks by …
Possible role of MRI-detected osteophytes as a predictive …
One solution for this would be to establish effective biomarkers to predict KOA. MRI could be used for this as it can depict pathological changes in every tissue of the knee joint without being …
DeepKOA: a deep-learning model for predicting progression in …
2023年8月1日 · Background: No investigations have thoroughly explored the feasibility of combining magnetic resonance (MR) images and deep-learning methods for predicting the …
膝关节骨关节炎影像学诊断与步态评估进展 | 学术园地
常规x线摄影是koa临床诊断中最基本和首选的方法，同时也被用于了解病变进展情况和疗效评估。koa的在x线下可表现为：(1)局部关节间隙狭窄；(2)软骨下硬化；(3)骨质增生形成骨赘；(4)关 …
Towards novel osteoarthritis biomarkers: Multi-criteria evaluation …
2021年10月21日 · Features based on shape encodings of femur, tibia, and menisci plus the performed measurements showed most potential as KOA biomarkers. Differentiation between …
Xray2MRI
Knee osteoarthritis (KOA) is a prevalent musculoskeletal disorder, often diagnosed using X-rays due to its cost-effectiveness. While Magnetic Resonance Imaging (MRI) provides superior soft …