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351. Novel Method Using Baseline Normalization and Area Under the Curve to Evaluate Differences in Outcome Between Treatment Groups and Application to Patients With Cervical Spondylotic Myelopathy Undergoing Anterior Versus Posterior Surgery.

353. Investigating the Universality of Preoperative Health-Related Quality of Life (HRQoL) for Surgically Treated Spinal Deformity in Young Adults: A Propensity Score–Matched Comparison Between African and US Populations

354. Adult Spinal Deformity: Epidemiology, Health Impact, Evaluation, and Management

355. Adult Spinal Deformity Surgeons Are Unable to Accurately Predict Postoperative Spinal Alignment Using Clinical Judgment Alone

356. Artificial Intelligence in Spine Surgery

358. K-Wire fracture during minimally invasive transforaminal lumbar interbody fusion: Report of six cases and recommendations for avoidance and management.

359. Factors Associated With the Maintenance of Costeffectiveness at Five Years in Adult Spinal Deformity Corrective Surgery.

360. Predictive Modeling of Length of Hospital Stay Following Adult Spinal Deformity Correction: Analysis of 653 Patients with an Accuracy of 75% within 2 Days.

361. Height Gain Following Correction of Adult Spinal Deformity.

362. Are We Focused on the Wrong Early Postoperative Quality Metrics? Optimal Realignment Outweighs Perioperative Risk in Adult Spinal Deformity Surgery.

363. 27. Cellular aging for risk stratification in adult deformity surgery: utilization of seven epigenetic clocks and two telomere length measurements in the analysis of comorbidity burden, frailty, disability and complications in adult deformity surgery.

365. 29. Increased cell saver to blood loss ratio is associated with a higher risk of pulmonary embolism after adult spinal deformity surgery.

366. P14. A matched comparison of midthoracic UIV to upper- and lower-thoracic UIV: does a midthoracic UIV increase rates of complications?

367. Distal junctional kyphosis in adult cervical deformity patients: where does it occur?

368. 28. Accurate scoring system predicts cord-level intraoperative neuromonitoring loss during spinal deformity surgery: a machine learning algorithm.

369. P178. Who are super-utilizers in adult spine deformity surgery and how can surgeons identify them preoperatively?

370. P19. Factors associated with timing for revision surgery for proximal junctional kyphosis (PJK).

371. Predictive model for achieving good clinical and radiographic outcomes at one-year following surgical correction of adult cervical deformity.

372. Reciprocal Changes in Cervical Alignment After Thoracolumbar Arthrodesis for Adult Spinal Deformity.

373. Recovery kinetics following spinal deformity correction: a comparison of isolated cervical, thoracolumbar, and combined deformity morphometries.

374. Identifying Thoracic Compensation and Predicting Reciprocal Thoracic Kyphosis and Proximal Junctional Kyphosis in Adult Spinal Deformity Surgery.

375. Lumbar Discectomy Outcomes by Specialty: A Propensity-Matched Analysis of 7464 Patients from the ACS-NSQIP Database.

376. P100. Are we focused on the wrong early postoperative quality metrics? Optimal realignment outweighs perioperative risk in adult spinal deformity surgery.

377. 161. Expectations of clinical improvement following corrective surgery for adult cervical deformity based on functional disability at presentation.

378. 144. Prophylactic proximal junctional measures improves cost efficacy of adult spinal deformity surgery, with optimal cost utility seen in those with concurrent optimal realignment.

379. Patient profiling can identify patients with adult spinal deformity (ASD) at risk for conversion from nonoperative to surgical treatment: initial steps to reduce ineffective ASD management.

380. Comparative analysis of perioperative complications between a multicenter prospective cervical deformity database and the Nationwide Inpatient Sample database.

381. Early Patient-Reported Outcomes Predict 3-Year Outcomes in Operatively Treated Patients with Adult Spinal Deformity.

382. Assessment of Surgical Treatment Strategies for Moderate to Severe Cervical Spinal Deformity Reveals Marked Variation in Approaches, Osteotomies, and Fusion Levels.

383. Postoperative Cervical Deformity in 215 Thoracolumbar Patients With Adult Spinal Deformity.

384. 128. Evolution of adult cervical deformity surgery clinical and radiographic outcomes based on a multicenter prospective study: Are behaviors and outcomes changing with experience?

385. 160. Survival analysis using fusion status after adult spinal deformity (ASD) surgery with minimum 4-year follow-up.

386. Spinal Pelvic Radiographic Thresholds for Regional Lumbar Disability Are Age Dependent: Analysis of Multicenter Database of 833 Patients.

387. Magnitude, Location and Factors Related to Regional and Global Correction Loss in Long Adult Deformity Constructs: Report of 183 Patients with Two-Year Follow-Up.

388. Inter-laboratory variability in in vitro spinal segment flexibility testing

389. P110. Improvements in cost effectiveness of adult cervical deformity corrective surgery over time: Analysis of a prospective adult cervical deformity database.

390. 208. Predictors of superior recovery kinetics in adult cervical deformity correction: an analysis using a novel area under the curve methodology.

391. 38. Prioritization of realignment associated with superior clinical outcomes for surgical cervical deformity patients.

392. Patients with Adult Spinal Deformity with Previous Fusions Have an Equal Chance of Reaching Substantial Clinical Benefit Thresholds in Health-Related Quality of Life Measures but Do Not Reach the Same Absolute Level of Improvement.

393. Assessment of a Novel Adult Cervical Deformity Frailty Index as a Component of Preoperative Risk Stratification.

394. P153 - The Association of Frailty with Chin-Brow Vertebral Angle Compensatory Ability in 122 Cervical Deformity Patients and with Global Sagittal Vertebral Angle in 813 Global Deformity Patients.

395. 17 - Prospective Multicenter Assessment of All-Cause Mortality following Surgery for Adult Cervical Deformity.

396. 13 - Establishing the Minimum Clinically Important Difference in NDI and mJOA for Adult Cervical Deformity.

397. 216 - ASD-SR Invasiveness Index Predicts the Magnitude of Deformity Surgery Essential to Stage to Reduce the Risk of Complications.

398. P28 - Incidence and Outcomes of Neurological Complications in 176 Adult Spinal Deformity Patients Treated with Three-Column Osteotomy.

399. Preoperative Cervical Hyperlordosis and C2-T3 Angle Are Correlated to Increased Risk of Postop Sagittal Spinal Pelvic Malalignment in Adult Spinal Deformity Patients at Two-Year Follow-up.

400. Cervical Malalignment Persists Following Adult Thoracic Deformity Correction: A Multicenter Experience of 81 Patients with Two-Year Follow-Up.

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