Medicine and Health Sciences Commons^™

Comprehensive Guidance For The Prevention Of Periprosthetic Joint Infection After Total Joint Arthroplasty And Pitfalls In The Prevention, Javad Parvizi, Yonghan Cha, Emanuele Chisari, Kangbaek Kim, Kyung-Hoi Koo

Rothman Institute Faculty Papers

Total joint arthroplasty (TJA) is a surgical procedure, in which parts of damaged joints are removed and replaced with a prosthesis. The main indication of TJA is osteoarthritis, and the volume of TJA is rising annually along with the increase of aged population. Hip and knee are the most common joints, in which TJAs are performed. The TJA prosthesis is composed of metal, plastic, or ceramic device. Even though TJA is the most successful treatment for end-stage osteoarthritis, it is associated with various complications, and periprosthetic joint infection (PJI) is the most serious complication after TJA. With the increasing volume …

Adding Ofirmev: The Effectiveness Of Multimodal Treatment, Kimberly R. Bilal-Williams

MSN Capstone Projects

This project is on enhancing pain management in total knee arthroplasty (TKA) clients via the intravenous (IV) administration of acetaminophen (Ofirmev) by multimodal regimen. The patient, intervention, comparison, outcome, and time (PICOT) question shaping this initiative looks at frequency and intensity of patients’ pain scores as well as practical outcome measures such as healing and physical therapy during the recovery period ending with discharge. After a thorough literature synopsis, it is evident that multimodal pain management strategies including IV acetaminophen provide a better prospectus in comparison to the ones that solely employ opioids. Research repeatedly demonstrates the use of IV …

Optimizing The Management Of Anterior Monteggia Fractures: A Biomechanical Evaluation Of Treatment Options, Kirk D. Vannitamby

Electronic Thesis and Dissertation Repository

Anterior Monteggia injuries are frequently complicated by persistent radial head instability and suboptimal outcomes. Using a cadaveric elbow motion simulator, we quantified the contributions of ligaments of the proximal radius on maintaining radial head stability, evaluated the effectiveness of ulnar overcorrection to create an apex dorsal angulation in stabilizing the radiocapitellar joint, and finally compared the stabilizing effect of annular ligament repair to three different reconstruction techniques. Our results showed increased anterior radial head translation with progressive soft tissue sectioning with the annular ligament as the primary stabilizer. Ulnar overcorrection and forearm pronation were shown to decrease anterior translation of …

Positive Predictor Factors Of Hip Mosaicplasty And Cartilage Repair: A Meta-Analysis Is It Comparable To Predictor Factors Of Mosaicplasty In The Knee?, Caroline E. Quindlen, Gene Shaffer Md, James Raphael Md, S. Ali Ghasemi Md

Tower Health Research Day

No abstract provided.

Do Nsaids' Decrease Union Rates Following Joint Arthrodesis? A Meta-Analysis, Emerson Rowe, Julian Takagi-Stewart, Asif Ilyas, Sina Ramtin

Tower Health Research Day

No abstract provided.

Lower Extremity Trauma Is Associated With An Increased Rate Of New Mental Health Disorder Diagnosis And Suicide Attempt, Bela P. Delvadia, Julianna E. Holzer, Jacob S. Budin, Arjun Verma, Onyebuchi A. Imonugo, Olivia C. Lee, William F. Sherman

Tower Health Research Day

No abstract provided.

The Incidence And Impact Of Bisphosphonates On Multiple Myeloma, Bela P. Delvadia, Lacee Collins, Julianna E. Winter, Matthew W. Cole, Olivia C. Lee, William F. Sherman

Tower Health Research Day

No abstract provided.

Sixty-Two Percent Of Abstracts From The American Association Of Hand Surgery Annual Meeting 2017-2020 Are Later Published, Tyson Stoker, Benjamin Millar, Lilah Fones, Asif Ilyas

Tower Health Research Day

No abstract provided.

Adductor Canal Regional Anesthetic Placement In Pediatric Patients For Knee Arthroscopy: Defining The Optimal Location And Analysis Of Other Trends, Isaac Jin, Christine Song, Sujay Deshpande, Andrew Yang, Ethan Schollaert, Neha Divi, Aysha Hasan Md

Tower Health Research Day

No abstract provided.

Anterior Hip Pain In Adolescent Female Wrestler, Melanie Kennedy

Posters

No abstract provided.

A Perfect Storm?: The Association Of Vitamin D With Injury Incidence Among Acrobatics And Tumbling Athletes, Katherine M. Lee, Andrew R. Gallucci, Jeff S. Forsse, Leticia Cherpe De Souza, Laura R. Irvin, Emily J. Boyer, Kristin H. Fant, Jeffery Heileson, Leslee Funderburk

Internet Journal of Allied Health Sciences and Practice

Purpose: Acrobatics and Tumbling (A&T) is an emerging NCAA sport. Due to the novelty of the sport, limited research on injury incidence and correlates exists. Anecdotal evidence suggests that A&T presents with high injury rates. A relationship between vitamin D and bony injuries exists among athletes, but little is known about soft tissue injuries. Understanding the causes and incidence of injuries, including vitamin D, may assist athletic trainers. Methods: Forty-two A&T athletes (19.69 ± 1.199 years) completed 2 blood draws as part of routine medical care prior to and following fall training period. Results: Average vitamin D at T1 was …

Delayed Diagnosis Of Mycobacterium Bovis Bacillus Calmette-Guérin Periprosthetic Joint Infection Following Total Knee Arthroplasty, Christopher E. Pelt, Salika Shakir, Michael J. Cahill, Jakrapun Pupaibool, Barbara C. Cahill

SKMC Student Presentations and Publications

Periprosthetic joint infection (PJI) can present challenges in diagnosis and treatment, particularly in the setting of atypical causative organisms such as fungi and mycobacteria. Herein, we present a case and provide a review of the diagnosis and treatment of an unusual PJI caused by bacillus Calmette-Guérin, administered during the treatment of bladder cancer 3 years prior to total knee arthroplasty and subsequent PJI. Although the patient's history of bladder cancer was known, neither his Bacillus Calmette-Guérin treatment nor its potential for distant site spread that could lead to PJI were appreciated, leading to a prolonged diagnostic evaluation and treatment course.

The Impact Of Robotic Assistance For Lumbar Fusion Surgery On 90-Day Surgical Outcomes And 1-Year Revisions, Jeremy Heard, Yunsoo Lee, Nicholas D D'Antonio, Rajkishen Narayanan, Mark Lambrechts, John Bodnar, Caroline Purtill, Joshua Pezzulo, Dominic Farronato, Pat Fitzgerald, Jose Canseco, Ian Kaye, Alan Hilibrand, Alex Vaccaro, Christopher Kepler, Gregory Schroeder

Department of Orthopaedic Surgery Faculty Papers

Objectives: To evaluate the (1) 90-day surgical outcomes and (2) 1-year revision rate of robotic versus nonrobotic lumbar fusion surgery. Methods: Patients >18 years of age who underwent primary lumbar fusion surgery at our institution were identified and propensity-matched in a 1:1 fashion based on robotic assistance during surgery. Patient demographics, surgical characteristics, and surgical outcomes, including 90-day surgical complications and 1-year revisions, were collected. Multivariable regression analysis was performed. Significance was set to P < 0.05. Results: Four hundred and fifteen patients were identified as having robotic lumbar fusion and were matched to a control group. Bivariant analysis revealed no significant difference in total 90-day surgical complications (P = 0.193) or 1-year revisions (P = 0.178). The operative duration was longer in robotic surgery (287 + 123 vs. 205 + 88.3, P ≤ 0.001). Multivariable analysis revealed that robotic fusion was not a significant predictor of 90-day surgical complications (odds ratio [OR] = 0.76 [0.32-1.67], P = 0.499) or 1-year revisions (OR = 0.58 [0.28-1.18], P = 0.142). Other variables identified as the positive predictors of 1-year revisions included levels fused (OR = 1.26 [1.08-1.48], P = 0.004) and current smokers (OR = 3.51 [1.46-8.15], P = 0.004). Conclusion: Our study suggests that robotic-assisted and nonrobotic-assisted lumbar fusions are associated with a similar risk of 90-day surgical complications and 1-year revision rates; however, robotic surgery does increase time under anesthesia.

Evaluation Of Perioperative Care And Drivers Of Cost In Geriatric Thoracolumbar Trauma, Omar Tarawneh, Rajkishen Narayanan, Michael Mccurdy, Tariq Issa, Yunsoo Lee, Olivia Opara, Nicholas Pohl, Alexa Tomlak, Matthew Sherman, Jose Canseco, Alan Hilibrand, Alex Vaccaro, Gregory Schroeder, Christopher Kepler

Department of Orthopaedic Surgery Faculty Papers

INTRODUCTION: As the population of elderly patients continues to rise, the number of these individuals presenting with thoracolumbar trauma is expected to increase.

RESEARCH QUESTION: To investigate thoracolumbar fusion outcomes for patients with vertebral fractures as stratified by decade. Secondarily, we examined the variability of cost across age groups by identifying drivers of cost of care.

MATERIALS AND METHODS: We queried the United States Nationwide Inpatient Sample(NIS) for adult patients undergoing spinal fusion for thoracolumbar fractures between 2012 and 2017. Patients were stratified by decade 60-69(sexagenarians), 70-79(septuagenarians) and 80-89(octogenarians). Bivariable analysis followed by multivariable regression was performed to assess independent …

Increased Hif-2Α Activity In The Nucleus Pulposus Causes Intervertebral Disc Degeneration In The Aging Mouse Spine, Shira N Johnston, Maria Tsingas, Rahatul Ain, Ruteja A Barve, Makarand Risbud

Department of Orthopaedic Surgery Faculty Papers

Hypoxia-inducible factors (HIFs) are essential to the homeostasis of hypoxic tissues. Although HIF-2α, is expressed in nucleus pulposus (NP) cells, consequences of elevated HIF-2 activity on disc health remains unknown. We expressed HIF-2α with proline to alanine substitutions (P405A; P531A) in the Oxygen-dependent degradation domain (HIF-2αdPA) in the NP tissue using an inducible, nucleus pulposus-specific K19^CreERT allele to study HIF-2α function in the adult intervertebral disc. Expression of HIF-2α in NP impacted disc morphology, as evident from small but significantly higher scores of degeneration in NP of 24-month-old K19^CreERT; HIF-2α^dPA (K19-dPA) mice. Noteworthy, comparisons of grades …

Anterior Cruciate Ligament Hybrid Remnant Preservation Reconstruction Demonstrates Similar Outcomes As Traditional Reconstruction After 6 Months: A Randomized Control Trial, Joshua P. Castle, Eleftherios L. Halkias, Brittaney Pratt, Ashley Frei, Matthew A. Gasparro, Vasilios Moutzouros

Medical Student Research Symposium

Background

The anterior cruciate ligament (ACL) is often debrided during reconstruction (ACLR) to improve visualization. However, remnant ACL tissue contains nerve fibers and including remnant tissue in ACLR could provide benefit. Therefore, a technique was developed that preserves the tibial remnant and incorporates it into ACLR: Hybrid Remnant Preservation Reconstruction (HRPR) ACLR. This study compares HRPR-ACLR to traditional reconstruction by comparing patient reported outcomes and complications.

Methods

Patients presenting to one surgeon's clinic with an ACL injury are screened. Exclusion criteria are patient age<14 years, multi-ligament injury, chronic tears, and revision ACLR. Patients are consented and randomized to HRPR or traditional ACLR. Demographics, patient-reported outcomes, range of motion (ROM) and complications were collected.

Results

Thirty-three patients were included, 20 HRPR and 13 controls. No demographic differences were noted. PROMIS-PF, …

Tendon Rupture And Tendonitis In Low-Profile Dorsal Versus Volar Plating For Distal Radius Fractures: A Systematic Review And Meta-Analysis, Matthew Myhand, Shreya Balusu, Alex Lindahl Bs, Hardy Evans Md, Charles Day Dr., Eric Jiang Dr.

Medical Student Research Symposium

Tendon Rupture and Tendonitis in Low-Profile Dorsal versus Volar Plating for Distal Radius Fractures: A Systematic Review and Meta-Analysis

Background: Dorsal plating of distal radius fractures has historically been associated with high rates of hardware removal, tendonitis, and tendon rupture. Newer generation low-profile dorsal plates are thinner (<1.6mm thick) with improved characteristics. We examine whether low-profile dorsal plates still have higher rates of tendon complications than volar locking plates.

Methods: We searched Ovid MEDLINE, Web of Science, and EMBASE for published literature describing tendon complications in association with plating of distal radius fractures. Inclusion criteria encompasses any primary study of low-profile dorsal plates that included data on tendon complications. Studies that included both low-profile dorsal and volar plating arms were included …

A Systematic Review Of The Social Determinants Of Health In Shoulder Arthroplasty Outcomes, Allison Boland, John Pum, Michael Gaudiani, Matthew A. Gasparro

Medical Student Research Symposium

This systematic review investigates the impact of social determinants of health (SDOH) on outcomes in shoulder arthroplasty (SA). SA, a common orthopedic procedure, has seen an increasing focus on SDOH influencing postoperative results. The study aims to comprehensively assess this impact on both surgical and patient-reported outcomes.

Through a systematic search of databases, 34 studies (2011-2021) met the inclusion criteria, involving 4,825,547 patients. Explored SDOH included insurance status, race/ethnicity, age, sex, income, social support, and veteran status. Outcomes considered were length of stay, American Shoulder and Elbow Surgeons scores, total SA rates, revision rates, complication rates, and discharge status.

Findings …

Midterm Outcomes Of Suture Anchor Fixation For Displaced Olecranon Fractures, Michael Gutman, Jacob Kirsch, Jonathan Koa, Mohamad Fares, Joseph Abboud

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Displaced olecranon fractures constitute a challenging problem for elbow surgeons. The purpose of this study is to evaluate the role of suture anchor fixation for treating patients with displaced olecranon fractures.

METHODS: A retrospective review was performed for all consecutive patients with displaced olecranon fractures treated with suture anchor fixation with at least 2 years of clinical follow-up. Surgical repair was performed acutely in all cases with nonmetallic suture anchors in a double-row configuration utilizing suture augmentation via the triceps tendon. Osseous union and perioperative complications were uniformly assessed.

RESULTS: Suture anchor fixation was performed on 17 patients with …

Anatomic Factors Associated With Degeneration And Fraying Of The Coracoacromial Ligament, Ryan Lopez, Jaspal Singh, Mohammad Ghoraishian, Thema Nicholson, Stephen Gates, Surena Namdari

Rothman Institute Faculty Papers

BACKGROUND: The coracoacromial ligament (CAL) is frequently observed to be damaged during arthroscopy and it is unclear how demographic, anatomic, and radiographic factors are related to CAL degeneration in full-thickness rotator cuff tears.

METHODS: A prospective study was conducted of patients at a single institution undergoing shoulder arthroscopy for first-time, full-thickness rotator cuff tears. We evaluated preoperative anteroposterior radiographs to obtain critical shoulder angle, glenoid inclination, acromial index, acromiohumeral distance, lateral acromial angle, and acromial morphology. We documented CAL quality, rotator cuff tear size and pattern during arthroscopy. Multiple logistic regression was used to identify predictive factors for encountering severe …

Characteristics And Hospital Outcomes Of 1403 Patients Hospitalized At Community Hospitals With Ankylosing Spondylitis, Se Won Lee, Carol Elsakr, Jonathan Holt, Napatkamon Ayutyanont

HCA Healthcare Journal of Medicine

Background

In this study, we aimed to assess the hospital course, outcomes after hospitalization, and predictors of outcomes in patients with ankylosing spondylitis (AS).

Methods

We included 1403 patients with AS between 2016 and 2021 who were identified using International Classification of Disease (ICD) codes from a large for-profit healthcare system database. Demographics and clinical characteristics were compared between those who had a favorable outcome, defined as being discharged to home without readmission within 3 months of discharge, versus those who had an unfavorable outcome. A stepwise logistic regression was used to identify demographic and clinical characteristics associated with home …

Combination Radiofrequency Ablation And Vertebral Cement Augmentation For Spinal Metastatic Tumors: A Systematic Review And Meta-Analysis Of Safety And Treatment Outcomes, Andrew Chen, Navraj Sagoo, Christopher Vannabouathong, Yashas Reddy, Sathvik Deme, Sahiti Patibandla, Peter Passias, Shaleen Vira

SKMC Student Presentations and Publications

BACKGROUND: The treatment of spine metastases continues to pose a significant clinical challenge, requiring the integration of multiple therapeutic modalities to address the multifactorial aspects of this disease process. Radiofrequency ablation (RFA) and vertebral cement augmentation (VCA) are 2 less invasive modalities compared to open surgery that have emerged as promising strategies, offering the potential for both pain relief and preservation of vertebral stability. The utility of these approaches, however, remains uncertain and subject to ongoing investigation.This systematic review and meta-analysis evaluates the available evidence and synthesize the results of studies that have investigated the combination of RFA and VCA …

In-Hospital Mortality Trends After Surgery For Traumatic Thoracolumbar Injury: A National Inpatient Sample Database Study, Michael Mccurdy, Rajkishen Narayanan, Omar Tarawneh, Yunsoo Lee, Matthew Sherman, Teeto Ezeonu, Michael Carter, Jose A. Canseco, Alan S. Hilibrand, Alex R. Vaccaro, Christopher K. Kepler, Gregory D. Schroeder

Department of Orthopaedic Surgery Faculty Papers

INTRODUCTION: Given the increasing incidence of traumatic thoracolumbar injuries in recent years, studies have sought to investigate potential risk factors for outcomes in these patients.

RESEARCH QUESTION: The aim of this study was to investigate trends and risk factors for in-hospital mortality after fusion for traumatic thoracolumbar injury.

MATERIALS AND METHODS: Patients undergoing thoracolumbar fusion after traumatic injury were queried from the National Inpatient Sample (NIS) from 2012 to 2017. Analysis was performed to identify risk factors for inpatient mortality after surgery.

RESULTS: Patients in 2017 were on average older (51.0 vs. 48.5, P = 0.004), had more admitting diagnoses …

Diagnosing Acute Compartment Syndrome: A Surgical Emergency, Kallin J. Austin, Lara Laughrey, Marco Trevino, Eric Liou, Matthew Hazel, Brody Harn

Annual Research Symposium

Determine best practices for diagnosing acute compartment syndrome in the lower limb by comparing the sensitivity and specificity of commonly use techniques.

Risk Factors Associated With Poor Outcomes After Quadriceps Tendon Repair, Carlo Coadonato, Neel K. Patel, John Hayden Sonnier, Gregory Connors, Matthew Sabitsky, Emma Johnson, Donald W. Mazur, Shyam Brahmabhatt, Kevin Freedman

Rothman Institute Faculty Papers

Background:

Ruptures of the quadriceps tendon present most frequently in older adults and individuals with underlying medical conditions.

Purpose:

To examine the relationship between patient-specific factors and tear characteristics with outcomes after quadriceps tendon repair.

Study Design:

Case-control study; Level of evidence, 3.

Methods:

A retrospective review was conducted on all patients who underwent quadriceps tendon repair between January 1, 2016, and January 1, 2021, at a single institution. Patients <18 years and those with chronic quadriceps tendon tears (>6 weeks to surgery) were excluded. Information was collected regarding patient characteristics, presenting symptoms, tear characteristics, physical examination findings, and postoperative outcomes. Poor outcome was defined as a need for …

Interobserver Reliability In The Classification Of Thoracolumbar Fractures Using The Ao Spine Tl Injury Classification System Among 22 Clinical Experts In Spine Trauma Care, Jose A. Canseco, Taylor Paziuk, Gregory D. Schroeder, Marcel F. Dvorak, Cumhur F. Öner, Lorin M. Benneker, Emiliano Vialle, Shanmuganathan Rajasekaran, Mohammad El-Sharkawi, Richard J. Bransford, Rishi M. Kanna, Martin Holas, Sander Muijs, Eugen Cezar Popescu, Charlotte Dandurand, Jin W. Tee, Gaston Camino-Willhuber, Mohamed M. Aly, Andrei Fernandes Joaquim, Ory Keynan, Harvinder Singh Chhabra, Sebastian Bigdon, Ulrich J. Spiegl, Klaus Schnake, Alexander R. Vaccaro

Rothman Institute Faculty Papers

STUDY DESIGN: Reliability study utilizing 183 injury CT scans by 22 spine trauma experts with assessment of radiographic features, classification of injuries and treatment recommendations.

OBJECTIVES: To assess the reliability of the AOSpine TL Injury Classification System (TLICS) including the categories within the classification and the M1 modifier.

METHODS: Kappa and Intraclass correlation coefficients were produced. Associations of various imaging characteristics (comminution, PLC status) and treatment recommendations were analyzed through regression analysis. Multivariable logistic regression modeling was used for making predictive algorithms.

RESULTS: Reliability of the AO Spine TLICS at differentiating A3 and A4 injuries (N = 71) (K = …

The Ao Spine Thoracolumbar Injury Classification System And Treatment Algorithm In Decision Making For Thoracolumbar Burst Fractures Without Neurologic Deficit, Barry T.S. Kweh, Jin Wee Tee, Charlotte Dandurand, Alexander R. Vaccaro, Benneker M. Lorin, Klaus Schnake, Emiliano Vialle, Shanmuganathan Rajasekaran, Mohammad El-Skarkawi, Richard J. Bransford, Rishi M. Kanna, Mohamed M. Aly, Martin Holas, Jose A. Canseco, Sander Muijs, Eugen C. Popescu, Gaston Camino-Willhuber, Andrei F. Joaquim, Harvinder S. Chhabra, Sebastian Frederick Bigdon, Ulrich Spiegel, Marcel Dvorak, Cumhur F. Öner, Gregory Schroeder

Rothman Institute Faculty Papers

STUDY DESIGN: Prospective Observational Study.

OBJECTIVE: To determine the alignment of the AO Spine Thoracolumbar Injury Classification system and treatment algorithm with contemporary surgical decision making.

METHODS: 183 cases of thoracolumbar burst fractures were reviewed by 22 AO Spine Knowledge Forum Trauma experts. These experienced clinicians classified the fracture morphology, integrity of the posterior ligamentous complex and degree of comminution. Management recommendations were collected.

RESULTS: There was a statistically significant stepwise increase in rates of operative management with escalating category of injury (P < .001). An excellent correlation existed between recommended expert management and the actual treatment of each injury category: A0/A1/A2 (OR 1.09, 95% CI 0.70-1.69, P = .71), A3/4 (OR 1.62, 95% CI 0.98-2.66, P = .58) and B1/B2/C (1.00, 95% …

Understanding Decision Making As It Influences Treatment In Thoracolumbar Burst Fractures Without Neurological Deficit: Conceptual Framework And Methodology, Charlotte Dandurand, Cumhur F. Öner, Olesja Hazenbiller, Richard J. Bransford, Klaus Schnake, Alexander R. Vaccaro, Lorin M. Benneker, Emiliano Vialle, Gregory D. Schroeder, Shanmuganathan Rajasekaran, Mohammad El-Skarkawi, Rishi M. Kanna, Mohamed Aly, Martin Holas, Jose A. Canseco, Sander Muijs, Eugen Cezar Popescu, Jin Wee Tee, Gaston Camino-Willhuber, Andrei Fernandes Joaquim, Ory Keynan, Harvinder Singh Chhabra, Sebastian Bigdon, Ulrich Spiegel, Marcel F. Dvorak

Rothman Institute Faculty Papers

STUDY DESIGN: This paper presents a description of a conceptual framework and methodology that is applicable to the manuscripts that comprise this focus issue.

OBJECTIVES: Our goal is to present a conceptual framework which is relied upon to better understand the processes through which surgeons make therapeutic decisions around how to treat thoracolumbar burst fractures (TL) fractures.

METHODS: We will describe the methodology used in the AO Spine TL A3/4 Study prospective observational study and how the radiographs collected for this study were utilized to study the relationships between various variables that factor into surgeon decision making.

RESULTS: With 22 …

Expert Opinion, Real-World Classification, And Decision-Making In Thoracolumbar Burst Fractures Without Neurologic Deficits?, Gaston Camino-Willhuber, Sebastian Bigdon, Charlotte Dandurand, Marcel F. Dvorak, Cumhur F. Öner, Klaus Schnake, Sander Muijs, Lorin M. Benneker, Emiliano Vialle, Jin W. Tee, Ory Keynan, Harvinder S. Chhabra, Andrei F. Joaquim, Eugen C. Popescu, Jose A Canseco, Martin Holas, Rishi M. Kanna, Mohamed M. Aly, Nader Fallah, Gregory D. Schroeder, Ulrich Spiegl, Mohammad El-Skarkawi, Richard J. Bransford, Shanmuganathan Rajasekaran, Alexander R. Vaccaro

Rothman Institute Faculty Papers

STUDY DESIGN: Retrospective analysis of prospectively collected data.

OBJECTIVES: To compare decision-making between an expert panel and real-world spine surgeons in thoracolumbar burst fractures (TLBFs) without neurological deficits and analyze which factors influence surgical decision-making.

METHODS: This study is a sub-analysis of a prospective observational study in TL fractures. Twenty two experts were asked to review 183 CT scans and recommend treatment for each fracture. The expert recommendation was based on radiographic review.

RESULTS: Overall agreement between the expert panel and real-world surgeons regarding surgery was 63.2%. In 36.8% of cases, the expert panel recommended surgery that was not performed …

Predictive Algorithm For Surgery Recommendation In Thoracolumbar Burst Fractures Without Neurological Deficits, Charlotte Dandurand, Nader Fallah, Cumhur F. Öner, Richard J. Bransford, Klaus Schnake, Alex R. Vaccaro, Lorin M. Benneker, Emiliano Vialle, Gregory D. Schroeder, Shanmuganathan Rajasekaran, Mohammad El-Skarkawi, Rishi M. Kanna, Mohamed Aly, Martin Holas, Jose A. Canseco, Sander Muijs, Eugen Cezar Popescu, Jin Wee Tee, Gaston Camino-Willhuber, Andrei Fernandes Joaquim, Ory Keynan, Harvinder Singh Chhabra, Sebastian Bigdon, Ulrich Spiegel, Marcel F. Dvorak

Department of Orthopaedic Surgery Faculty Papers

STUDY DESIGN: Predictive algorithm via decision tree.

OBJECTIVES: Artificial intelligence (AI) remain an emerging field and have not previously been used to guide therapeutic decision making in thoracolumbar burst fractures. Building such models may reduce the variability in treatment recommendations. The goal of this study was to build a mathematical prediction rule based upon radiographic variables to guide treatment decisions.

METHODS: Twenty-two surgeons from the AO Knowledge Forum Trauma reviewed 183 cases from the Spine TL A3/A4 prospective study (classification, degree of certainty of posterior ligamentous complex (PLC) injury, use of M1 modifier, degree of comminution, treatment recommendation). Reviewers' regions …