External validation of the deep learning system “SpineNet” for grading radiological features of degeneration on MRIs of the lumbar spine

Spinal Stenosis Grading in Magnetic Resonance Imaging using Deep Convolutional Neural Networks

(2020) Dongkyu Won et al.   SPINE

Could automated machine-learned MRI grading aid epidemiological studies of lumbar spinal stenosis? Validation within the Wakayama spine study

(2020) Yuyu Ishimoto et al.   BMC MUSCULOSKELETAL DISORDERS

Classification in Brief

(2020) Ezekial Koslosky et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Accurate prediction of lumbar microdecompression level with an automated MRI grading system

(2020) Brandon L. Roller et al.   SKELETAL RADIOLOGY

Correlation Coefficients

(2018) Patrick Schober et al.   ANESTHESIA AND ANALGESIA

Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images

(2018) Maria Wimmer et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic Lumbar MRI Detection and Identification Based on Deep Learning

(2018) Yujing Zhou et al.   JOURNAL OF DIGITAL IMAGING

ISSLS PRIZE IN BIOENGINEERING SCIENCE 2017: Automation of reading of radiological features from magnetic resonance images (MRIs) of the lumbar spine without human intervention is comparable with an expert radiologist

(2017) Amir Jamaludin et al.   EUROPEAN SPINE JOURNAL

SpineNet: Automated classification and evidence visualization in spinal MRIs

(2017) Amir Jamaludin et al.   MEDICAL IMAGE ANALYSIS

Multi-modal vertebrae recognition using Transformed Deep Convolution Network

(2016) Yunliang Cai et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A novel use of the Spine Tango registry to evaluate selection bias in patient recruitment into clinical studies: an analysis of patients participating in the Lumbar Spinal Stenosis Outcome Study (LSOS)

(2016) H.-J. Becker et al.   EUROPEAN SPINE JOURNAL

Intervertebral disc classification by its degree of degeneration from T2-weighted magnetic resonance images

(2016) Isaac Castro-Mateos et al.   EUROPEAN SPINE JOURNAL

Degenerative lumbar spinal canal stenosis: intra- and inter-reader agreement for magnetic resonance imaging parameters

(2016) Sebastian Winklhofer et al.   EUROPEAN SPINE JOURNAL

Systematic Literature Review of Imaging Features of Spinal Degeneration in Asymptomatic Populations

(2014) W. Brinjikji et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs With SVM-Based MRF

(2013) Ayse Betul Oktay et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Cohen’s weighted kappa with additive weights

(2013) Matthijs J. Warrens   Advances in Data Analysis and Classification

Clinicians are right not to like Cohen's  

(2013) H. C. W. de Vet et al.   BMJ-British Medical Journal

MRI Assessment of Lumbar Intervertebral Disc Degeneration with Lumbar Degenerative Disease Using the Pfirrmann Grading Systems

(2012) Li-Peng Yu et al.   PLoS One

Reliability of the Spinal Deformity Study Group Classification of Lumbosacral Spondylolisthesis

(2011) Jean-Marc Mac-Thiong et al.   SPINE

Qualitative Grading of Severity of Lumbar Spinal Stenosis Based on the Morphology of the Dural Sac on Magnetic Resonance Images

(2010) Constantin Schizas et al.   SPINE

The Association Between Lumbar Disc Degeneration and Low Back Pain

(2010) Evelien I. T. de Schepper et al.   SPINE

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Reliability of Readings of Magnetic Resonance Imaging Features of Lumbar Spinal Stenosis

(2008) Jon D. Lurie et al.   SPINE