Artificial intelligence and computer aided diagnosis in chronic low back pain: A systematic review
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 …
socioeconomic burden. Diagnosis and treatment of LBP often involve a multidisciplinary …
The role of Artificial intelligence in the assessment of the spine and spinal cord
T Martín-Noguerol, MO Miranda, TJ Amrhein… - European Journal of …, 2023 - Elsevier
Artificial intelligence (AI) application development is underway in all areas of radiology
where many promising tools are focused on the spine and spinal cord. In the past decade …
where many promising tools are focused on the spine and spinal cord. In the past decade …
Evaluation of deep learning reconstructed high-resolution 3D lumbar spine MRI
Objectives To compare interobserver agreement and image quality of 3D T2-weighted fast
spin echo (T2w-FSE) L-spine MRI images processed with a deep learning reconstruction …
spin echo (T2w-FSE) L-spine MRI images processed with a deep learning reconstruction …
A deep learning model for detection of cervical spinal cord compression in MRI scans
Z Merali, JZ Wang, JH Badhiwala, CD Witiw… - Scientific reports, 2021 - nature.com
Abstract Magnetic Resonance Imaging (MRI) evidence of spinal cord compression plays a
central role in the diagnosis of degenerative cervical myelopathy (DCM). There is growing …
central role in the diagnosis of degenerative cervical myelopathy (DCM). There is growing …
[HTML][HTML] Current development and prospects of deep learning in spine image analysis: a literature review
Methods A systematic literature search was conducted in the PubMed and Web of Science
databases using the keywords “deep learning” and “spine”. Date ranges used to conduct the …
databases using the keywords “deep learning” and “spine”. Date ranges used to conduct the …
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 …
Novel magnetic resonance imaging tools for the diagnosis of degenerative disc disease: a narrative review
Low back pain (LBP) is one of the leading causes of disability worldwide, with a significant
socioeconomic burden on healthcare systems. It is mainly caused by degenerative disc …
socioeconomic burden on healthcare systems. It is mainly caused by degenerative disc …
[HTML][HTML] Deep learning approaches to automatic radiology report generation: A systematic review
Background A radiology report communicates the imaging findings to the referring clinicians.
The rising number of referrals has created a bottleneck in healthcare. Writing a report takes …
The rising number of referrals has created a bottleneck in healthcare. Writing a report takes …
Deep learning for multi-tissue segmentation and fully automatic personalized biomechanical models from BACPAC clinical lumbar spine MRI
Abstract Study Design In vivo retrospective study of fully automatic quantitative imaging
feature extraction from clinically acquired lumbar spine magnetic resonance imaging (MRI) …
feature extraction from clinically acquired lumbar spine magnetic resonance imaging (MRI) …
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 …