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 use of gait analysis in the assessment of patients afflicted with spinal disorders

R Haddas, KL Ju, T Belanger, IH Lieberman - European Spine Journal, 2018 - Springer
Purpose Use gait analysis to establish and detail the clinically relevant components of
normal human gait, analyze the gait characteristics for those afflicted with spinal pathology …

[HTML][HTML] Computational wear prediction of TKR with flatback deformity during gait

HK Lee, SM Kim, HS Lim - Applied Sciences, 2022 - mdpi.com
Loss of lumbar lordosis in flatback patients leads to changes in the walking mechanism like
knee flexion. Such variations in flatback patients are predicted to alter the characteristics of …

Functional balance testing in cervical spondylotic myelopathy patients

R Haddas, I Lieberman, A Boah, R Arakal, T Belanger… - Spine, 2019 - journals.lww.com
Study Design. A prospective cohort study. Objective. The aim of this study was to quantify the
amount of sway associated with maintaining a balanced posture in a group of untreated …

Thoracic kyphosis and pelvic anteversion in patients with adult spinal deformity increase while walking: analyses of dynamic alignment change using a three …

K Miura, H Kadone, M Koda, T Abe, T Funayama… - European Spine …, 2020 - Springer
Purpose To determine dynamic changes of spinopelvic alignment while walking using a
three-dimensional (3D) gait motion analysis in adult spinal deformity (ASD) patients …

Gait alteration in cervical spondylotic myelopathy elucidated by ground reaction forces

R Haddas, KL Ju - Spine, 2019 - journals.lww.com
Study Design.. Prospective cohort study. Objective.. Analyze GRF parameters in cervical
spondylotic myelopathy (CSM) patients to elucidate gait alterations as compared with …

[HTML][HTML] The Kinematic and Kinetic Responses of the Trunk and Lower Extremity Joints during Walking with and without the Spinal Orthosis

C Wang, X Li, Y Guo, W Du, H Guo… - International Journal of …, 2022 - mdpi.com
Spinal orthoses are an effective option for restoring the spine to its original position and
controlling poor posture. However, the effects of poor posture and spinal orthoses on the …

Fear-avoidance and patients' reported outcomes are strongly correlated with biomechanical gait parameters in cervical spondylotic myelopathy patients

R Haddas, A Boah, A Block - Clinical Spine Surgery, 2021 - journals.lww.com
Study Design: This was a prospective cohort study. Objective: The aim was to explores
whether fear-avoidance is associated with altered gait patterns in cervical spinal myelopathy …

Selection of gait parameters for modified Gillette Gait Index using Hellwig Correlation Based Filter method, random forest method, and correlation methods

M Syczewska, K Kocel, A Święcicka, K Graff… - Biocybernetics and …, 2020 - Elsevier
Objective gait analysis provide a large number of data, which are used for planning further
treatment of the patient. Data from groups of patients are used for comparisons of different …

Visualization of walking speed variation-induced synchronized dynamic changes in lower limb joint angles and activity of trunk and lower limb muscles with a newly …

K Miura, H Kadone, M Koda… - Journal of …, 2018 - journals.sagepub.com
Purpose: To evaluate a newly developed system for dynamic analysis of gait kinematics and
muscle activity. Methods: We recruited 10 healthy men into this study. Analyses of three …