Artificial intelligence-driven prediction modeling and decision making in spine surgery using hybrid machine learning models

B Saravi, F Hassel, S Ülkümen, A Zink… - Journal of Personalized …, 2022 - mdpi.com
Healthcare systems worldwide generate vast amounts of data from many different sources.
Although of high complexity for a human being, it is essential to determine the patterns and …

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 …

Artificial intelligence in spine care: current applications and future utility

AL Hornung, CM Hornung, GM Mallow… - European spine …, 2022 - Springer
Purpose The field of artificial intelligence is ever growing and the applications of machine
learning in spine care are continuously advancing. Given the advent of the intelligence …

Artificial intelligence, osteoporosis and fragility fractures

U Ferizi, S Honig, G Chang - Current opinion in rheumatology, 2019 - journals.lww.com
New methods for automatic image segmentation, and prediction of fracture risk show
promising clinical value. Though these recent developments have had a successful initial …

Current applications of machine learning in spine: from clinical view

GR Ren, K Yu, ZY **e, PY Wang… - Global Spine …, 2022 - journals.sagepub.com
Study Design: Narrative review. Objectives: This review aims to present current applications
of machine learning (ML) in spine domain to clinicians. Methods: We conducted a …

Design and implementation of bank CRM system based on decision tree algorithm

C Chen, L Geng, S Zhou - Neural Computing and Applications, 2021 - Springer
With the rapid development of the national economy, the level of informationization and
office automation of banks has gradually increased. At the same time, with the development …

The application of artificial intelligence in spine surgery

S Zhou, F Zhou, Y Sun, X Chen, Y Diao, Y Zhao… - Frontiers in …, 2022 - frontiersin.org
Due to its obvious advantages in processing big data and image information, the
combination of artificial intelligence and medical care may profoundly change medical …

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 …

Biomechanical evaluation of a short-rod technique for lumbar fixation surgery

ZB Huang, MD Nie, NZ Zhang, S Liu… - … in Bioengineering and …, 2022 - frontiersin.org
Objective: The purpose of this study was to analyze the stability and instrument-related
complications associated with fixation of the lumbar spine using the Short-Rod (SR) …