The Influence of Baseline Clinical Status and Surgical Strategy on Early Good to Excellent Result in Spinal Lumbar Arthrodesis: A Machine Learning Approach

The use of electronic PROMs provides same outcomes as paper version in a spine surgery registry. Results from a prospective cohort study

(2021) Francesco Langella et al.   EUROPEAN SPINE JOURNAL

Machine learning algorithms for prediction of health-related quality-of-life after surgery for mild degenerative cervical myelopathy

(2020) Omar Khan et al.   Spine Journal

Mild and Severe Obesity Reduce the Effectiveness of Lumbar Fusions: 1-Year Patient-Reported Outcomes in 8171 Patients

(2020) Graham Mulvaney et al.   NEUROSURGERY

Machine learning–based preoperative predictive analytics for lumbar spinal stenosis

(2019) Alessandro Siccoli et al.   Neurosurgical Focus

Development of predictive models for all individual questions of SRS-22R after adult spinal deformity surgery: a step toward individualized medicine

(2019) Christopher P. Ames et al.   EUROPEAN SPINE JOURNAL

Using a machine learning approach to predict outcome after surgery for degenerative cervical myelopathy

(2019) Zamir G. Merali et al.   PLoS One

Can a machine learning model accurately predict patient resource utilization following lumbar spinal fusion?

(2019) Jaret M. Karnuta et al.   Spine Journal

Complications in adult spine deformity surgery: a systematic review of the recent literature with reporting of aggregated incidences

(2018) Andrea Zanirato et al.   EUROPEAN SPINE JOURNAL

Frailty and Health-Related Quality of Life Improvement Following Adult Spinal Deformity Surgery

(2018) Daniel B.C. Reid et al.   World Neurosurgery

Classification of coronal imbalance in adult scoliosis and spine deformity: a treatment-oriented guideline

(2018) Ibrahim Obeid et al.   EUROPEAN SPINE JOURNAL

Deep learning-based preoperative predictive analytics for patient-reported outcomes following lumbar diskectomy: feasibility of center-specific modeling

(2018) Victor E. Staartjes et al.   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

Predictive Accuracy of Surgimap Surgical Planning for Sagittal Imbalance

(2017) Francesco Langella et al.   SPINE

Cognitive-Behavioral–Based Physical Therapy for Patients With Chronic Pain Undergoing Lumbar Spine Surgery: A Randomized Controlled Trial

(2016) Kristin R. Archer et al.   JOURNAL OF PAIN

Calculation of the Target Lumbar Lordosis Angle for Restoring an Optimal Pelvic Tilt in Elderly Patients With Adult Spinal Deformity

(2016) Yu Yamato et al.   SPINE

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

(2015) Gary S Collins et al.   BMC Medicine

Fusion rate following extreme lateral lumbar interbody fusion

(2015) Pedro Berjano et al.   EUROPEAN SPINE JOURNAL

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

Outcome of lumbar spinal fusion surgery in obese patients

(2015) K. K. Lingutla et al.   Bone & Joint Journal

mice: Multivariate Imputation by Chained Equations inR

(2015) Stef van Buuren et al.   Journal of Statistical Software

Variations of cervical lordosis and head alignment after pedicle subtraction osteotomy surgery for sagittal imbalance

(2014) R. Cecchinato et al.   EUROPEAN SPINE JOURNAL

Successful correction of sagittal imbalance can be calculated on the basis of pelvic incidence and age

(2014) Pedro Berjano et al.   EUROPEAN SPINE JOURNAL

Impact on health related quality of life of adult spinal deformity (ASD) compared with other chronic conditions

(2014) Ferran Pellisé et al.   EUROPEAN SPINE JOURNAL

The Institute of Medicine Committee Report “Best Care at Lower Cost: The Path to Continuously Learning Health Care”

(2012) T. Bruce Ferguson  

Far lateral approaches (XLIF) in adult scoliosis

(2012) Pedro Berjano et al.   EUROPEAN SPINE JOURNAL

Responsiveness of the Oswestry Disability Index and the Roland Morris Disability Questionnaire in Italian subjects with sub-acute and chronic low back pain

(2011) Marco Monticone et al.   EUROPEAN SPINE JOURNAL

A diagnostic classification for lumbar spine registry development

(2011) Steven D. Glassman et al.   Spine Journal

Depression Is Associated With a Poorer Outcome of Lumbar Spinal Stenosis Surgery

(2010) Sanna Sinikallio et al.   SPINE

Minimum acceptable outcomes after lumbar spinal fusion

(2010) Eugene J. Carragee et al.   Spine Journal

The quality of spine surgery from the patient’s perspective: Part 2. Minimal clinically important difference for improvement and deterioration as measured with the Core Outcome Measures Index

(2009) A. F. Mannion et al.   EUROPEAN SPINE JOURNAL

Surgical Compared with Nonoperative Treatment for Lumbar Degenerative Spondylolisthesis

(2009) James N Weinstein et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

A systematic review of low back pain cost of illness studies in the United States and internationally

(2008) Simon Dagenais et al.   Spine Journal

Minimum clinically important difference in lumbar spine surgery patients: a choice of methods using the Oswestry Disability Index, Medical Outcomes Study questionnaire Short Form 36, and Pain Scales

(2008) Anne G. Copay et al.   Spine Journal