Radiomics and machine learning–based methods offer exciting opportunities for improving
diagnostic performance and efficiency in musculoskeletal radiology for various tasks …

Low Back Pain (LBP) is currently the first cause of disability in the world, with a significant
socioeconomic burden. Diagnosis and treatment of LBP often involve a multidisciplinary …

Low back pain is a highly prevalent, chronic, and costly medical condition predominantly
triggered by intervertebral disc degeneration (IDD). IDD is often caused by structural and …

Deep learning (DL) models in general and convolutional neural networks (CNN) in
particular, have rapidly turned out to be methodologies of interest for applications concerned …

Background Detection of rotator cuff tears, a common cause of shoulder disability, can be
time-consuming and subject to reader variability. Deep learning (DL) has the potential to …

Animal models have been invaluable in the identification of molecular events occurring in
and contributing to intervertebral disc (IVD) degeneration and important therapeutic targets …

Preclinical studies involving large animal models aim to recapitulate the clinical situation as
much as possible and bridge the gap from benchtop to bedside. To date, studies …

Study Design Systematic review. Objectives Lumbar degenerative disc disease (DDD)
poses a significant global health care challenge, with accurate diagnosis being difficult …

Osteoarthritis (OA) and chronic low back pain due to degenerative (intervertebral) disc
disease (DDD) are two of the major causes of disabilities worldwide, affecting hundreds of …

Introduction Low back pain is the leading contributor to disability burden globally. It is
commonly due to degeneration of the lumbar intervertebral discs (LDD). Magnetic …