Artificial intelligence and machine learning in spine research

F Galbusera, G Casaroli, T Bassani - JOR spine, 2019 - Wiley Online Library
Artificial intelligence (AI) and machine learning (ML) techniques are revolutionizing several
industrial and research fields like computer vision, autonomous driving, natural language …

The role of machine learning in spine surgery: the future is now

M Chang, JA Canseco, KJ Nicholson, N Patel… - Frontiers in …, 2020 - frontiersin.org
The recent influx of machine learning centered investigations in the spine surgery literature
has led to increased enthusiasm as to the prospect of using artificial intelligence to create …

3D-printed PLA/HA composite structures as synthetic trabecular bone: A feasibility study using fused deposition modeling

D Wu, A Spanou, A Diez-Escudero… - Journal of the mechanical …, 2020 - Elsevier
Additive manufacturing has significant advantages, in the biomedical field, allowing for
customized medical products where complex architectures can be achieved directly. While …

Hounsfield units of the vertebral body and pedicle as predictors of pedicle screw loosening after degenerative lumbar spine surgery

F Xu, D Zou, W Li, Z Sun, S Jiang, S Zhou, Z Li - Neurosurgical focus, 2020 - thejns.org
OBJECTIVE The authors aimed to compare the efficacy of lumbar vertebral body Hounsfield
units (HUs) and pedicle HUs at predicting pedicle screw loosening. METHODS The authors …

A review and clinical perspective of the impact of osteoporosis on the spine

BC Carlson, WA Robinson… - Geriatric …, 2019 - journals.sagepub.com
Introduction: Osteopenia and osteoporosis are common conditions in the United States. The
health consequences of low bone density can be dire, from poor surgical outcomes to …

Stress distribution of different lumbar posterior pedicle screw insertion techniques: a combination study of finite element analysis and biomechanical test

M Song, K Sun, Z Li, J Zong, X Tian, K Ma, S Wang - Scientific Reports, 2021 - nature.com
At present, the pedicle screw is the most commonly used internal fixation device. However,
there are many kinds of common posterior pedicle screw insertion techniques performed to …

Homogenized finite element models can accurately predict screw pull-out in continuum materials, but not in porous materials

M Einafshar, A Hashemi, GH van Lenthe - Computer methods and …, 2021 - Elsevier
Abstract Background and Objective Bone screw fixation can be estimated with several test
methods such as insertion torque, pull-out, push-in and bending tests. A basic …

Risk factors for clinically relevant loosening of percutaneous pedicle screws

T Ohba, S Ebata, H Oba, K Koyama… - Spine Surgery and …, 2019 - jstage.jst.go.jp
Abstract Introduction:(1) To evaluate the influence of pedicle screw loosening on clinical
outcomes;(2) to clarify the association between the pull-out length and screw loosening 1 …

Bone density optimized pedicle screw instrumentation improves screw pull-out force in lumbar vertebrae

S Caprara, MR Fasser, JM Spirig… - Computer Methods in …, 2022 - Taylor & Francis
Pedicle screw instrumentation is performed in the surgical treatment of a wide variety of
spinal pathologies. A common postoperative complication associated with this procedure is …

Biomechanical comparison of pedicle screw fixation strength among three different screw trajectories using single vertebrae and one-level functional spinal unit

CL Tai, WP Chen, MY Liu, YD Li, TT Tsai… - … in Bioengineering and …, 2022 - frontiersin.org
Three key factors are responsible for the biomechanical performance of pedicle screw
fixation: screw mechanical characteristics, bone quality and insertion techniques. To the best …