Initial classification of low back and leg pain based on objective functional testing: a pilot study of machine learning applied to diagnostics

Objective measures of functional impairment for degenerative diseases of the lumbar spine: a systematic review of the literature

(2019) Martin N. Stienen et al.   Spine Journal

Can objective functional impairment in lumbar degenerative disease be reliably assessed at home using the five-repetition sit-to-stand test? A prospective study

(2019) Victor E. Staartjes et al.   EUROPEAN SPINE JOURNAL

Letter to the Editor. Reappraising role of clinical evaluations in degenerative lumbar spine pathologies

(2019) Sunil Munakomi   JOURNAL OF NEUROSURGERY-SPINE

Machine learning–based preoperative predictive analytics for lumbar spinal stenosis

(2019) Alessandro Siccoli et al.   Neurosurgical Focus

The five-repetition sit-to-stand test: evaluation of a simple and objective tool for the assessment of degenerative pathologies of the lumbar spine

(2018) Victor E. Staartjes et al.   JOURNAL OF NEUROSURGERY-SPINE

Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review

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

Gender differences in degenerative spine surgery: Do female patients really fare worse?

(2018) Alessandro Siccoli et al.   EUROPEAN SPINE JOURNAL

Letter to the Editor. Class imbalance in machine learning for neurosurgical outcome prediction: are our models valid?

(2018) Victor E. Staartjes et al.   JOURNAL OF NEUROSURGERY-SPINE

Patients' Preference of the Timed Up and Go Test or Patient-Reported Outcome Measures Before and After Surgery for Lumbar Degenerative Disk Disease

(2017) Holger Joswig et al.   World Neurosurgery

Pre- and postoperative correlation of patient-reported outcome measures with standardized Timed Up and Go (TUG) test results in lumbar degenerative disc disease

(2016) Oliver P. Gautschi et al.   ACTA NEUROCHIRURGICA

Validity and Reliability of a Measurement of Objective Functional Impairment in Lumbar Degenerative Disc Disease

(2016) Oliver P. Gautschi et al.   NEUROSURGERY

Kinect-Based Five-Times-Sit-to-Stand Test for Clinical and In-Home Assessment of Fall Risk in Older People

(2015) Andreas Ejupi et al.   GERONTOLOGY

frbs: Fuzzy Rule-Based Systems for Classification and Regression inR

(2015) Lala Septem Riza et al.   Journal of Statistical Software

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2015) G. S. Collins et al.   BMJ-British Medical Journal

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

(2015) G. S. Collins et al.   BMJ-British Medical Journal

The need for an objective outcome measurement in spine surgery—the timed-up-and-go test

(2014) Oliver P. Gautschi et al.   Spine Journal

The five-repetition sit-to-stand test as a functional outcome measure in COPD

(2013) Sarah E Jones et al.   THORAX