AI Prediction of Neuropathic Pain after Lumbar Disc Herniation—Machine Learning Reveals Influencing Factors

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

(2022) Nathan Xie et al.   EUROPEAN SPINE JOURNAL

Artificial Intelligence-Driven Prediction Modeling and Decision Making in Spine Surgery Using Hybrid Machine Learning Models

(2022) Babak Saravi et al.   Journal of Personalized Medicine

Association of extended duration of sciatic leg pain with worse outcome after lumbar disc herniation surgery: a register study in 6216 patients

(2021) Joel Beck et al.   JOURNAL OF NEUROSURGERY-SPINE

Artificial intelligence clustering of adult spinal deformity sagittal plane morphology predicts surgical characteristics, alignment, and outcomes

(2021) Wesley M. Durand et al.   EUROPEAN SPINE JOURNAL

Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review

(2021) Paul T Ogink et al.   Acta Orthopaedica

Artificial intelligence predicts disk re-herniation following lumbar microdiscectomy: development of the “RAD” risk profile

(2021) Garrett K. Harada et al.   EUROPEAN SPINE JOURNAL

Causal Associations of Obesity With the Intervertebral Degeneration, Low Back Pain, and Sciatica: A Two-Sample Mendelian Randomization Study

(2021) Jingzhu Zhou et al.   Frontiers in Endocrinology

Combined Artificial Intelligence Approaches Analyzing 1000 Conservative Patients with Back Pain—A Methodological Pathway to Predicting Treatment Efficacy and Diagnostic Groups

(2021) André Wirries et al.   Diagnostics

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Clinically significant changes in pain along the Pain Intensity Numerical Rating Scale in patients with chronic low back pain

(2020) Hidenori Suzuki et al.   PLoS One

Surgery versus Conservative Care for Persistent Sciatica Lasting 4 to 12 Months

(2020) Chris S. Bailey et al.   NEW ENGLAND JOURNAL OF MEDICINE

Artificial intelligence facilitates decision-making in the treatment of lumbar disc herniations

(2020) André Wirries et al.   EUROPEAN SPINE JOURNAL

Applied Machine Learning for Spine Surgeons: Predicting Outcome for Patients Undergoing Treatment for Lumbar Disc Herniation Using PRO Data

(2020) Casper Friis Pedersen et al.   Global Spine Journal

Artificial Intelligence Based Hierarchical Clustering of Patient Types and Intervention Categories in Adult Spinal Deformity Surgery

(2019) Christopher P. Ames et al.   SPINE

How much change in pain score does really matter to patients?

(2019) Maryam Bahreini et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Minimum clinically important differences in chronic pain vary considerable by baseline pain and methodological factors: systematic review of empirical studies

(2018) Mette Frahm Olsen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

One-year outcomes of early-crossover patients in a cohort receiving nonoperative care for lumbar disc herniation

(2017) Anurekha Ramakrishnan et al.   JOURNAL OF NEUROSURGERY-SPINE

Determination of the Oswestry Disability Index score equivalent to a “satisfactory symptom state” in patients undergoing surgery for degenerative disorders of the lumbar spine—a Spine Tango registry-based study

(2016) Miranda L. van Hooff et al.   Spine Journal

Relationship between Neuropathic Pain and Obesity

(2016) Jun Hozumi et al.   Pain Research & Management

What Are Long-term Predictors of Outcomes for Lumbar Disc Herniation? A Randomized and Observational Study

(2014) Dana Kerr et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Surgical Versus Nonoperative Treatment for Lumbar Disc Herniation

(2013) Jon D. Lurie et al.   SPINE

An evidence-based clinical guideline for the diagnosis and treatment of lumbar disc herniation with radiculopathy

(2013) D. Scott Kreiner et al.   Spine Journal

Normative values for the Hospital Anxiety and Depression Scale (HADS) in the general German population

(2011) Andreas Hinz et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

Prolonged conservative care versus early surgery in patients with sciatica caused by lumbar disc herniation: two year results of a randomised controlled trial

(2008) Wilco C Peul et al.   BMJ-British Medical Journal