The application of artificial intelligence in spine surgery

Using artificial intelligence to diagnose fresh osteoporotic vertebral fractures on magnetic resonance images

(2021) Akito Yabu et al.   Spine Journal

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

Deep learning approach for automatic landmark detection and alignment analysis in whole-spine lateral radiographs

(2021) Yu-Cheng Yeh et al.   Scientific Reports

Predicting Readmission After Anterior, Posterior, and Posterior Interbody Lumbar Spinal Fusion: A Neural Network Machine Learning Approach

(2021) Eren O. Kuris et al.   World Neurosurgery

A deep learning system for automated, multi-modality 2D segmentation of vertebral bodies and intervertebral discs

(2021) Abhinav Suri et al.   BONE

A deep learning tool for fully automated measurements of sagittal spinopelvic balance from X-ray images: performance evaluation

(2020) Robert Korez et al.   EUROPEAN SPINE JOURNAL

Development and Validation of Machine Learning Algorithms for Predicting Adverse Events After Surgery for Lumbar Degenerative Spondylolisthesis

(2020) Nida Fatima et al.   World Neurosurgery

Opportunistic osteoporosis screening in multi-detector CT images using deep convolutional neural networks

(2020) Yijie Fang et al.   EUROPEAN RADIOLOGY

Artificial Intelligence-Enabled, Real-Time Intraoperative Ultrasound Imaging of Neural Structures within the Psoas

(2020) Tyler Carson et al.   SPINE

Temporal Trends in Cervical Spine Curvature of South Korean Adults Assessed by Deep Learning System Segmentation, 2006-2018

(2020) YiRang Shin et al.   JAMA Network Open

Prediction of Worse Functional Status After Surgery for Degenerative Cervical Myelopathy: A Machine Learning Approach

(2020) Omar Khan et al.   NEUROSURGERY

Using Predictive Modeling and Machine Learning to Identify Patients Appropriate for Outpatient ACDF

(2020) Kevin Y. Wang et al.   SPINE

Predicting Postoperative Mortality After Metastatic Intraspinal Neoplasm Excision: Development of a Machine-Learning Approach

(2020) Kevin J. DiSilvestro et al.   World Neurosurgery

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

(2019) Christopher P. Ames et al.   SPINE

Machine learning for prediction of sustained opioid prescription after anterior cervical discectomy and fusion

(2019) Aditya V. Karhade et al.   Spine Journal

Fully automated radiological analysis of spinal disorders and deformities: a deep learning approach

(2019) Fabio Galbusera et al.   EUROPEAN SPINE JOURNAL

Cobb Angle Measurement of Spine from X-Ray Images Using Convolutional Neural Network

(2019) Ming-Huwi Horng et al.   Computational and Mathematical Methods in Medicine

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

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

Evaluation of a computer-aided method for measuring the Cobb angle on chest X-rays

(2019) Yaling Pan et al.   EUROPEAN SPINE JOURNAL

A Novel Augmented-Reality-Based Surgical Navigation System for Spine Surgery in a Hybrid Operating Room: Design, Workflow, and Clinical Applications

(2019) Erik Edström et al.   Operative Neurosurgery

Artificial Intelligence for Automatic Measurement of Sagittal Vertical Axis Using ResUNet Framework

(2019) Chi-Hung Weng et al.   Journal of Clinical Medicine

Accurate automated Cobb angles estimation using multi-view extrapolation net

(2019) Liansheng Wang et al.   MEDICAL IMAGE ANALYSIS

Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans

(2018) Naofumi Tomita et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated comprehensive Adolescent Idiopathic Scoliosis assessment using MVC-Net

(2018) Hongbo Wu et al.   MEDICAL IMAGE ANALYSIS

OUP accepted manuscript

(2018)   NEUROSURGERY

Pedicle Screw Placement Using Augmented Reality Surgical Navigation with Intraoperative 3D Imaging

(2018) Adrian Elmi Terander et al.   SPINE

Deep learning and artificial intelligence in radiology: Current applications and future directions

(2018) Koichiro Yasaka et al.   PLOS MEDICINE

Spatial Differences in the Distribution of Bone Between Femoral Neck and Trochanteric Fractures

(2017) Aihong Yu et al.   JOURNAL OF BONE AND MINERAL RESEARCH

SpineNet: Automated classification and evidence visualization in spinal MRIs

(2017) Amir Jamaludin et al.   MEDICAL IMAGE ANALYSIS

Augmented reality surgical navigation with ultrasound-assisted registration for pedicle screw placement: a pilot study

(2017) Longfei Ma et al.   International Journal of Computer Assisted Radiology and Surgery

Areal and volumetric bone mineral density and risk of multiple types of fracture in older men

(2016) Didier Chalhoub et al.   BONE

Risk Factors for 30-Day Unplanned Readmission and Major Perioperative Complications After Spine Fusion Surgery in Adults

(2016) Alvin W. Su et al.   SPINE

Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation

(2015) Cheng Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The invisible addiction: Cell-phone activities and addiction among male and female college students

(2014) James Roberts et al.   Journal of Behavioral Addictions

Effect of finite element model loading condition on fracture risk assessment in men and women: The AGES-Reykjavik study

(2013) J.H. Keyak et al.   BONE

Simultaneous Localization of Lumbar Vertebrae and Intervertebral Discs With SVM-Based MRF

(2013) Ayse Betul Oktay et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Assessment of incident spine and hip fractures in women and men using finite element analysis of CT scans

(2013) David L Kopperdahl et al.   JOURNAL OF BONE AND MINERAL RESEARCH

Assessing the Impact of Osteoporosis on the Burden of Hip Fractures

(2012) Anders Odén et al.   CALCIFIED TISSUE INTERNATIONAL

Prediction of new clinical vertebral fractures in elderly men using finite element analysis of CT scans

(2011) Xiang Wang et al.   JOURNAL OF BONE AND MINERAL RESEARCH

A Computer-aided Cobb Angle Measurement Method and its Reliability

(2010) Junhua Zhang et al.   JOURNAL OF SPINAL DISORDERS & TECHNIQUES