Artificial intelligence-driven prediction modeling and decision making in spine surgery using hybrid machine learning models
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 …
Although of high complexity for a human being, it is essential to determine the patterns and …
Patient and surgical predictors of 3D correction in posterior spinal fusion: a systematic review
Background Restoration of three-dimensional (3D) alignment is critical in correcting patients
with adolescent idiopathic scoliosis using posterior spinal fusion (PSF). However, current …
with adolescent idiopathic scoliosis using posterior spinal fusion (PSF). However, current …
Next-generation prognosis framework for pediatric spinal deformities using bio-informed deep learning networks
Predicting pediatric spinal deformity (PSD) from X-ray images collected on the patient's
initial visit is a challenging task. This work builds on our previous method and provides a …
initial visit is a challenging task. This work builds on our previous method and provides a …
Machine learning applications of surgical imaging for the diagnosis and treatment of spine disorders: current state of the art
P Karandikar, E Massaad, M Hadzipasic… - …, 2022 - journals.lww.com
Recent developments in machine learning (ML) methods demonstrate unparalleled
potential for application in the spine. The ability for ML to provide diagnostic faculty, produce …
potential for application in the spine. The ability for ML to provide diagnostic faculty, produce …
[HTML][HTML] Use of machine learning in pediatric surgical clinical prediction tools: A systematic review
A Bianco, ZAM Al-Azzawi, E Guadagno… - Journal of Pediatric …, 2023 - Elsevier
Abstract Purpose Clinical prediction tools (CPTs) are decision-making instruments utilizing
patient data to predict specific clinical outcomes, risk-stratify patients, or suggest …
patient data to predict specific clinical outcomes, risk-stratify patients, or suggest …
Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT …
Purpose The study aims to assess if the angle of trunk rotation (ATR) in combination with
other readily measurable clinical parameters allows for effective non-invasive scoliosis …
other readily measurable clinical parameters allows for effective non-invasive scoliosis …
An Evolution Gaining Momentum—The Growing Role of Artificial Intelligence in the Diagnosis and Treatment of Spinal Diseases
A Wirries, F Geiger, L Oberkircher, S Jabari - Diagnostics, 2022 - mdpi.com
In recent years, applications using artificial intelligence have been gaining importance in the
diagnosis and treatment of spinal diseases. In our review, we describe the basic features of …
diagnosis and treatment of spinal diseases. In our review, we describe the basic features of …
Patient-Specific Surgical Correction of Adolescent Idiopathic Scoliosis: A Systematic Review
F Solla, B Ilharreborde, JL Clément, EO Rose… - Children, 2024 - mdpi.com
The restoration of sagittal alignment is fundamental to the surgical correction of adolescent
idiopathic scoliosis (AIS). Despite established techniques, some patients present with …
idiopathic scoliosis (AIS). Despite established techniques, some patients present with …
True 3D parameters of the spinal deformity in adolescent idiopathic scoliosis
Background Spinal deformities in adolescent idiopathic scoliosis (AIS) are measured on 2D
radiographs. Due to the 3D nature of the curve in AIS, such 2D measurements fail to …
radiographs. Due to the 3D nature of the curve in AIS, such 2D measurements fail to …
[HTML][HTML] Pre-contoured patient-specific rods result in superior immediate sagittal plane alignment than surgeon contoured rods in adolescent idiopathic scoliosis
SS Jabbouri, P Joo, WB David, S Jeong… - Journal of Spine …, 2024 - ncbi.nlm.nih.gov
Background Adolescent idiopathic scoliosis (AIS) surgery typically involves posterior spinal
fusion (PSF) using rods contoured by the surgeon, which may be time-consuming and may …
fusion (PSF) using rods contoured by the surgeon, which may be time-consuming and may …