Patient and surgical predictors of 3D correction in posterior spinal fusion: a systematic review

SHT Wan, DLL Wong, SCH To, N Meng, T Zhang… - European Spine …, 2023 - Springer
Background Restoration of three-dimensional (3D) alignment is critical in correcting patients
with adolescent idiopathic scoliosis using posterior spinal fusion (PSF). However, current …

A deep learning approach for automatic scoliosis cobb angle identification

RR Maaliw, JAB Susa, AS Alon… - 2022 IEEE World AI …, 2022 - ieeexplore.ieee.org
Efficient and reliable medical image analysis is indispensable in modern healthcare
settings. The conventional approaches in diagnostics and evaluations from a mere picture …

Artificial Intelligence in Scoliosis: Current Applications and Future Directions

H Zhang, C Huang, D Wang, K Li, X Han… - Journal of Clinical …, 2023 - mdpi.com
Scoliosis is a three-dimensional deformity of lateral bending and rotation of the spine.
Artificial intelligence (AI) is a set of theories and techniques for studying artificial intelligence …

3D deformation patterns of S shaped elastic rods as a pathogenesis model for spinal deformity in adolescent idiopathic scoliosis

S Pasha - Scientific reports, 2019 - nature.com
Adolescent idiopathic scoliosis (AIS) is a three-dimensional (3D) deformity of the spinal
column in pediatric population. The primary cause of scoliosis remains unknown. The lack of …

Machine learning predicts the 3D outcomes of adolescent idiopathic scoliosis surgery using patient–surgeon specific parameters

S Pasha, S Shah, P Newton - Spine, 2021 - journals.lww.com
Machine Learning Predicts the 3D Outcomes of Adolescent Idio... : Spine Machine Learning
Predicts the 3D Outcomes of Adolescent Idiopathic Scoliosis Surgery Using Patient–Surgeon …

A hierarchical classification of adolescent idiopathic scoliosis: identifying the distinguishing features in 3D spinal deformities

S Pasha, P Hassanzadeh, M Ecker, V Ho - PLoS One, 2019 - journals.plos.org
This study aimed to identify the differentiating parameters of the spinal curves' 2D
projections through a hierarchical classification of the 3D spinal curve in adolescent …

Surgical outcome prediction using a four-dimensional planning simulation system with finite element analysis incorporating pre-bent rods in adolescent idiopathic …

H Tachi, K Kato, Y Abe, T Kokabu, K Yamada… - … in bioengineering and …, 2021 - frontiersin.org
An optimal surgical strategy for adolescent idiopathic scoliosis (AIS) is to provide maximal
deformity correction while preserving spinal mobile segments as much as possible and …

SCOLIONET: An Automated Scoliosis Cobb Angle Quantification Using Enhanced X-ray Images and Deep Learning Models

RR Maaliw III - Journal of Imaging, 2023 - mdpi.com
The advancement of medical prognoses hinges on the delivery of timely and reliable
assessments. Conventional methods of assessments and diagnosis, often reliant on human …

3D spinal and rib cage predictors of brace effectiveness in adolescent idiopathic scoliosis

S Pasha - BMC Musculoskeletal Disorders, 2019 - Springer
Background Scoliotic braces are the standard of curve for management of moderate spinal
deformities in pediatric patients. The effectiveness of this treatment method has been shown; …

Specific sagittal alignment patterns are already present in mild adolescent idiopathic scoliosis

TPC Schlösser, RM Castelein, P Grobost… - European Spine …, 2021 - Springer
Purpose The complex three-dimensional spinal deformity in AIS consists of rotated, lordotic
apical areas and neutral junctional zones that modify the spine's sagittal profile. Recently …