AIMC Topic: Spinal Stenosis

Clear Filters Showing 51 to 58 of 58 articles

Spinal Stenosis Grading in Magnetic Resonance Imaging Using Deep Convolutional Neural Networks.

Spine Jun 15, 2020
STUDY DESIGN: Retrospective magnetic resonance imaging grading with comparison between experts and deep convolutional neural networks (CNNs).
Prognosis Retrospective Studies Magnetic Resonance Imaging Spinal Stenosis Humans Neural Networks, Computer
View on PubMed DOI

Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.

AJNR. American journal of neuroradiology Sep 1, 2019
BACKGROUND AND PURPOSE: Quantitative imaging biomarkers have not been established for the diagnosis of spinal canal stenosis. This work aimed to lay the groundwork to establish such biomarkers by leveraging the developments in machine learning and me...
Lumbar Vertebrae Reference Values Spinal Stenosis Male Middle Aged Magnetic Resonance Imaging Spinal Canal Female Aged Humans Adult Machine Learning
View on PubMed DOI

Artificial Intelligence for the Treatment of Lumbar Spondylolisthesis.

Neurosurgery clinics of North America Jul 1, 2019
Multiple registries are currently collecting patient-specific data on lumbar spondylolisthesis including outcomes data. The collection of imaging diagnostics data along with comparative outcomes data following decompression versus decompression and f...
Spondylolisthesis Lumbar Vertebrae Humans Spinal Stenosis Artificial Intelligence Decompression, Surgical Treatment Outcome
View on PubMed DOI

Machine learning-based preoperative predictive analytics for lumbar spinal stenosis.

Neurosurgical focus May 1, 2019
OBJECTIVEPatient-reported outcome measures (PROMs) following decompression surgery for lumbar spinal stenosis (LSS) demonstrate considerable heterogeneity. Individualized prediction tools can provide valuable insights for shared decision-making. The ...
Middle Aged Length of Stay Treatment Outcome Female Aged Male Feasibility Studies Spinal Stenosis Decompression, Surgical Recovery of Function Predictive Value of Tests Lumbar Vertebrae Humans Machine Learning Algorithms Retrospective Studies
View on PubMed DOI

Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning.

Neuroinformatics Oct 1, 2018
Pathogenesis-based diagnosis is a key step to prevent and control lumbar neural foraminal stenosis (LNFS). It conducts both early diagnosis and comprehensive assessment by drawing crucial pathological links between pathogenic factors and LNFS. Automa...
Spinal Nerve Roots Multitasking Behavior Lumbar Vertebrae Spinal Stenosis Intervertebral Disc Degeneration Aged Male Humans Middle Aged Neural Networks, Computer Machine Learning Female
View on PubMed DOI

Gait Analysis Using a Support Vector Machine for Lumbar Spinal Stenosis.

Orthopedics Nov 1, 2015
Lumbar spinal canal stenosis (LSS) is diagnosed based on physical examination and radiological documentation of lumbar spinal canal narrowing. Differential diagnosis of the level of lumbar radiculopathy is difficult in multilevel spinal stenosis. The...
Female Aged Radiculopathy Humans Male Walking Ankle Joint Support Vector Machine Aged, 80 and over Middle Aged Gait Lumbar Vertebrae Spinal Stenosis Case-Control Studies Knee Joint
View on PubMed DOI

Monitoring the quality of robot-assisted pedicle screw fixation in the lumbar spine by using a cumulative summation test.

Spine Jan 15, 2015
STUDY DESIGN: Prospective randomized controlled trial.
Spinal Stenosis Humans Pedicle Screws Female Aged Minimally Invasive Surgical Procedures Spinal Fusion Lumbar Vertebrae Aged, 80 and over Middle Aged Adult Treatment Outcome Robotics Male
View on PubMed DOI

Rule-based Cervical Spine Defect Classification Using Medical Narratives.

Studies in health technology and informatics Jan 1, 2015
Classifying the defects occurring at the cervical spine provides the basis for surgical treatment planning and therapy recommendation. This process requires evidence from patient records. Further, the degree of a defect needs to be encoded in a stand...
Spinal Stenosis Diagnosis, Computer-Assisted Biological Ontologies Electronic Health Records Natural Language Processing Terminology as Topic Humans Decision Support Systems, Clinical Reproducibility of Results Cervical Vertebrae Machine Learning Narration Sensitivity and Specificity Knowledge Bases Algorithms
View on PubMed
Popular Topics
Recent Journals