Artificial intelligence-assisted MRI diagnosis in lumbar degenerative disc disease: a systematic review
W Liawrungrueang, JB Park… - Global Spine …, 2024 - journals.sagepub.com
Study Design Systematic review. Objectives Lumbar degenerative disc disease (DDD)
poses a significant global health care challenge, with accurate diagnosis being difficult …
poses a significant global health care challenge, with accurate diagnosis being difficult …
Are current machine learning applications comparable to radiologist classification of degenerate and herniated discs and Modic change? A systematic review and …
R Compte, I Granville Smith, A Isaac, N Danckert… - European Spine …, 2023 - Springer
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 …
commonly due to degeneration of the lumbar intervertebral discs (LDD). Magnetic …
Automated detection, labelling and radiological grading of clinical spinal MRIs
Spinal magnetic resonance (MR) scans are a vital tool for diagnosing the cause of back pain
for many diseases and conditions. However, interpreting clinically useful information from …
for many diseases and conditions. However, interpreting clinically useful information from …
[HTML][HTML] Machine Learning and Deep Learning for Diagnosis of Lumbar Spinal Stenosis: Systematic Review and Meta-Analysis
T Wang, R Chen, N Fan, L Zang, S Yuan, P Du… - Journal of Medical …, 2024 - jmir.org
Background Lumbar spinal stenosis (LSS) is a major cause of pain and disability in older
individuals worldwide. Although increasing studies of traditional machine learning (TML) …
individuals worldwide. Although increasing studies of traditional machine learning (TML) …
Current Applications and Future Implications of Artificial Intelligence in Spine Surgery and Research: A Narrative Review and Commentary
Study Design Narrative review. Objectives Artificial intelligence (AI) is being increasingly
applied to the domain of spine surgery. We present a review of AI in spine surgery, including …
applied to the domain of spine surgery. We present a review of AI in spine surgery, including …
Deep learning in rheumatological image interpretation
Artificial intelligence techniques, specifically deep learning, have already affected daily life
in a wide range of areas. Likewise, initial applications have been explored in rheumatology …
in a wide range of areas. Likewise, initial applications have been explored in rheumatology …
Artificial intelligence for segmentation and classification in lumbar spinal stenosis: an overview of current methods
EJA Verheijen, T Kapogiannis, D Munteh… - European Spine …, 2025 - Springer
Purpose Lumbar spinal stenosis (LSS) is a frequently occurring condition defined by
narrowing of the spinal or nerve root canal due to degenerative changes. Physicians use …
narrowing of the spinal or nerve root canal due to degenerative changes. Physicians use …
Imaging of Spondylodiscitis: A Comprehensive Updated Review—Multimodality Imaging Findings, Differential Diagnosis, and Specific Microorganisms Detection
A Crombé, D Fadli, R Clinca, G Reverchon, L Cevolani… - Microorganisms, 2024 - mdpi.com
Spondylodiscitis is defined by infectious conditions involving the vertebral column. The
incidence of the disease has constantly increased over the last decades. Imaging plays a …
incidence of the disease has constantly increased over the last decades. Imaging plays a …
External validation of SpineNet, an open-source deep learning model for grading lumbar disk degeneration MRI features, using the Northern Finland birth cohort 1966
Study Design. This is a retrospective observational study to externally validate a deep
learning image classification model. Objective. Deep learning models such as SpineNet …
learning image classification model. Objective. Deep learning models such as SpineNet …
Preliminary data on artificial intelligence tool in magnetic resonance imaging assessment of degenerative pathologies of lumbar spine
Purpose To evaluate the ability of an artificial intelligence (AI) tool in magnetic resonance
imaging (MRI) assessment of degenerative pathologies of lumbar spine using radiologist …
imaging (MRI) assessment of degenerative pathologies of lumbar spine using radiologist …