Future data points to implement in adult spinal deformity assessment for artificial intelligence modeling prediction: the importance of the biological dimension
Adult spinal deformity (ASD) surgery is still associated with high surgical risks. Machine
learning algorithms applied to multicenter databases have been created to predict outcomes …
learning algorithms applied to multicenter databases have been created to predict outcomes …
[HTML][HTML] State-of-the-art reviews predictive modeling in adult spinal deformity: applications of advanced analytics
Adult spinal deformity (ASD) is a complex and heterogeneous disease that can severely
impact patients' lives. While it is clear that surgical correction can achieve significant …
impact patients' lives. While it is clear that surgical correction can achieve significant …
[HTML][HTML] Artificial intelligence for adult spinal deformity
Adult spinal deformity (ASD) is a complex disease that significantly affects the lives of many
patients. Surgical correction has proven to be effective in achieving improvement of …
patients. Surgical correction has proven to be effective in achieving improvement of …
Predicting surgical complications in patients undergoing elective adult spinal deformity procedures using machine learning
Abstract Study Design Cross-sectional database study. Objective To train and validate
machine learning models to identify risk factors for complications following surgery for adult …
machine learning models to identify risk factors for complications following surgery for adult …
[HTML][HTML] Predicting mechanical complications after adult spinal deformity operation using a machine learning based on modified global alignment and proportion …
SH Noh, HS Lee, GE Park, Y Ha, JY Park, SU Kuh… - Neurospine, 2023 - ncbi.nlm.nih.gov
Objective This study aimed to create an ideal machine learning model to predict mechanical
complications in adult spinal deformity (ASD) surgery based on GAPB (modified global …
complications in adult spinal deformity (ASD) surgery based on GAPB (modified global …
Validation of adult spinal deformity surgical outcome prediction tools in adult symptomatic lumbar scoliosis
JP Wondra, MP Kelly, J Greenberg, EL Yanik, CP Ames… - Spine, 2023 - journals.lww.com
Study Design. A post hoc analysis. Objective. Advances in machine learning (ML) have led
to tools offering individualized outcome predictions for adult spinal deformity (ASD). Our …
to tools offering individualized outcome predictions for adult spinal deformity (ASD). Our …
Narrative review of predictive analytics of patient-reported outcomes in adult spinal deformity surgery
Study Design: Narrative review Objective: Decision making in surgery for adult spinal
deformity (ASD) is complex due to the multifactorial etiology, numerous surgical options, and …
deformity (ASD) is complex due to the multifactorial etiology, numerous surgical options, and …
Prediction models in degenerative spine surgery: a systematic review
Study Design: Systematic review. Objectives: To review the existing literature of prediction
models in degenerative spinal surgery. Methods: Review of PubMed/Medline and Embase …
models in degenerative spinal surgery. Methods: Review of PubMed/Medline and Embase …
Validation of the ACS-NSQIP risk calculator: A machine-learning risk tool for predicting complications and mortality following adult spinal deformity corrective surgery
KE Pierce, BH Kapadia, S Naessig… - International journal of …, 2021 - ijssurgery.com
Objective To calculate the risk for postoperative complications and mortality after corrective
surgery of adult spinal deformity (ASD) patients using the American College of Surgeons …
surgery of adult spinal deformity (ASD) patients using the American College of Surgeons …
Artificial intelligence models predict operative versus nonoperative management of patients with adult spinal deformity with 86% accuracy
WM Durand, AH Daniels, DK Hamilton, P Passias… - World neurosurgery, 2020 - Elsevier
Objective Patients with ASD show complex and highly variable disease. The decision to
manage patients operatively is largely subjective and varies based on surgeon training and …
manage patients operatively is largely subjective and varies based on surgeon training and …