Use of machine learning to model surgical decision-making in lumbar spine surgery

Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review

(2018) Joeky T. Senders et al.   World Neurosurgery

Physical prognostic factors predicting outcome following lumbar discectomy surgery: systematic review and narrative synthesis

(2018) Alison Rushton et al.   BMC MUSCULOSKELETAL DISORDERS

Which patient-reported factors predict referral to spinal surgery? A cohort study among 4987 chronic low back pain patients

(2017) Johanna M. van Dongen et al.   EUROPEAN SPINE JOURNAL

An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: predicting likely individual patient outcomes for shared decision-making

(2017) Matthew J. McGirt et al.   JOURNAL OF NEUROSURGERY-SPINE

Diagnostic triage for low back pain: a practical approach for primary care

(2017) Lynn D Bardin et al.   MEDICAL JOURNAL OF AUSTRALIA

Lumbar Fusion for Degenerative Disease: A Systematic Review and Meta-Analysis

(2017) Daniel Yavin et al.   NEUROSURGERY

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement

(2015) Gary S Collins et al.   BMC Medicine

Use of Artificial Neural Networks to Predict Recurrent Lumbar Disk Herniation

(2015) Parisa Azimi et al.   JOURNAL OF SPINAL DISORDERS & TECHNIQUES

Prediction model for outcome after low-back surgery: individualized likelihood of complication, hospital readmission, return to work, and 12-month improvement in functional disability

(2015) Matthew J. McGirt et al.   Neurosurgical Focus

Use of artificial neural networks to predict surgical satisfaction in patients with lumbar spinal canal stenosis

(2014) Parisa Azimi et al.   JOURNAL OF NEUROSURGERY-SPINE

Triage of Spine Surgery Referrals Through a Multidisciplinary Care Pathway

(2014) Chelsea S. Wilgenbusch et al.   SPINE

Clinical decision making in spinal fusion for chronic low back pain. Results of a nationwide survey among spine surgeons

(2011) P. Willems et al.   BMJ Open

Physiotherapy-led triage clinic for low back pain

(2010) Megan S Blackburn et al.   Australian Health Review

Correlation between clinical features and magnetic resonance imaging findings in lumbar disc prolapse

(2010) AithalaP Janardhana et al.   Indian Journal of Orthopaedics

Low back pain in neurosurgical outpatients: An audit

(2008) James G. Huang et al.   JOURNAL OF CLINICAL NEUROSCIENCE