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Temporal validation of the SORG 90-Day and 1-Year machine learning algorithms for survival of patients with spinal metastatic disease
doi : 10.1007/s00586-024-08588-w
Volume 34, Issue 9 September 2025
Machine learning can predict surgical indication: new clustering model from a large adult spine deformity database
Machine learning insights into patient satisfaction following lateral lumbar interbody fusion
Deep learning-based multimodal integration of imaging and clinical data for predicting surgical approach in percutaneous transforaminal endoscopic discectomy
Machine learning algorithms for predicting future curve using first and second visit data in female adolescent idiopathic scoliosis patients
Deep learning radiomics model based on contrast-enhanced MRI for distinguishing between tuberculous spondylitis and pyogenic spondylitis
A deep learning-based prediction model for prognosis of cervical spine injury: a Japanese multicenter survey
Leveraging small-sample machine learning for rigorous prediction of JOA recovery in cervical spondylotic myelopathy patients: insights from imaging parameters and modeling strategies
AI versus the spinal surgeons in the management of controversial spinal surgery scenarios
A multimodal machine learning model integrating clinical and MRI data for predicting neurological outcomes following surgical treatment for cervical spinal cord injury
A fully automatic Cobb angle measurement framework of full-spine DR images based on deep learning
Comparison of lumbar disc degeneration grading between deep learning model SpineNet and radiologist: a longitudinal study with a 14-year follow-up
Development and validation of machine learning models for distal instrumentation-related problems in patients with degenerative lumbar scoliosis based on preoperative CT and MRI
Prediction of cervical spondylotic myelopathy from a plain radiograph using deep learning with convolutional neural networks
Development of a deep learning model for measuring sagittal parameters on cervical spine X-ray
Development and validation of a radiomics model using plain radiographs to predict spine fractures with posterior wall injury
MRI Radiomics based on paraspinal muscle for prediction postoperative outcomes in lumbar degenerative spondylolisthesis
Multimodal MRI-based clinical radiomics model for predicting postoperative anemia in patients with spinal metastases
Clinical-radiomics nomogram construction from magnetic resonance imaging to diagnose osteoporosis: a preliminary study
Design and radiological confirmation of three-column cortical bone trajectory in the lower thoracic vertebrae
Machine learning-driven national analysis for predicting adverse outcomes in intramedullary spinal cord tumor surgery
Prediction model of recurrence in patients with lumbar disc herniation after unilateral biportal endoscopy spinal surgery- XGBoost machine learning model can be interpreted based on SHAP
Identifying gait subgroups in low back pain patients with artificial intelligence: implications for individualized interventions
The role of generative artificial intelligence in deciding fusion treatment of lumbar degeneration: a comparative analysis and narrative review
Research on a deep learning-based model for measurement of X-ray imaging parameters of atlantoaxial joint
A novel artificial Intelligence-Based model for automated Lenke classification in adolescent idiopathic scoliosis
Fully automated pedicle screw manufacturer identification in plain radiograph with deep learning methods
Development and validation of machine learning models to predict vertebral artery injury by C2 pedicle screws
Analysis of risk factors affecting lumbosacral pseudoarthrosis in multi-segmental fusion: a CT-based study
�Risk factors for early-onset adjacent segment disease at L5-S1 segment after isolated L4-5 lumbar fusion surgery�
The effect of symptom duration on the outcomes of lumbar discectomy for radicular pain secondary to lumbar disc herniation: a systematic review and meta-analysis
ALIF vs. posterior fusion for lumbar degenerative disease: comparable efficacy but elevated risk of severe complications—a systematic review and meta-analysis
Impact of caudal segment bone fusion on rod load at the cranial segment in a two-level spinal interbody fusion construct– a biomechanical study
Assessing the impact of metabolic syndrome on the accuracy of vertebral bone quality in determining bone mineral density in patients undergoing lumbar fusion surgery
Hip osteoarthritis is associated with higher revision rates following transforaminal lumbar interbody fusion
Lumbar arthrodesis in elderly patients, is it a good option? A retrospective analysis of complications and pain improvement in a geriatric hospital
Geriatric nutrition risk index is useful to assess the risk of postoperative urinary retention in elderly patient undergoing lumber interbody fusion
Hounsfield units vs. vertebral bone quality score: which is a better predictor of screw loosening after single-level lumbar interbody fusion?
Modeling optimal trajectory for tricortical pedicle screw fixation in adult thoracic spine: an imaging study using the three-dimensional reconstruction technique
The impact of proton pump inhibitor use on fusion rates following single-level lumbar spinal fusion surgery
A comparison of key performance metrics of major robotic platforms in spine surgery: a network meta-analysis of 14,462 screws
Free-hand insertion of S2AI screw: what can we learn from O-arm navigation?
Risk factors for facet joint violation in minimally invasive and open lumbar interbody fusion: a systematic review and meta-analysis
Spinopelvic fixation surgery in relation to the femoroacetabular impingement syndrome under the ultrasound
Comparative analysis of complications, costs, mortality, and length of stay in lumbar fusion surgery: robotic-assisted versus navigation-guided approaches
Endplate Hounsfield units outperform lumbar HU and VBQ in predicting cage subsidence after posterior lumbar interbody fusion: a retrospective cohort study
Comparable long-term pain and disability outcomes following decompression alone versus decompression with fusion in lumbar spinal stenosis patients with high-signal facet joints
Stretch neuropraxia after L5-S1 anterior lumbar interbody fusion: effect of cage height and lordosis
A novel plain radiographic measurement for precise detection of pedicle screws breaching the medial pedicle wall in thoracic and lumbar spine
Clinical risk factors associated with cage migration after posterior approaches for lumbar interbody fusion: a 10-year systematic review and meta-analysis
Does spinopelvic imbalance after minimally invasive lower lumbar fusion predispose patients to subsequent minimally invasive sacroiliac joint fusions? a case-control study
Effects of lumbar degeneration on the global and regional bone mineral density in osteoporotic patients requiring lumbar interbody fusion for degenerative lumbar diseases
Patterns of spinal injections following lumbar fusion surgery: a nationwide cohort study with 3-year follow-up
Investigating complications of extreme lateral interbody fusion (XLIF) in the food and drug administration manufacturer and user facility device experience database
Modified vertebral bone quality score is a better predictor of cage subsidence after transforaminal lumbar interbody fusion and is superior to vertebral bone quality score
Primary right-sided retroperitoneal approach for anterior lumbar interbody fusion: a technical note and case series
Spontaneous facet fusion following lateral lumbar interbody fusion supplemented with percutaneous pedicle screw fixation in degenerative lumbar disease
Research on the predictive efficacy of MRI-based endplate bone quality and vertebral body bone quality scores for adjacent segment degeneration after lumbar spinal fusion
Stabilization of L5 pedicle Subtraction osteotomies (PSO) with ≥ 6-rods and bilateral dual pelvic fixation with osseointegrative implants: surgical technique description and early postoperative outcomes
