Surgery Commons^™

Machine Learning-Based Prediction Of Proximal Junctional Pathology After Adult Spinal Deformity Surgery: A Systematic Review And Diagnostic Test Accuracy Meta-Analysis, Shaan Patel, Shiva A. Nischal, Yi Hein Chai, Kush M. Kale, Kevin Hines, Joshua Pelta-Heller, Jack Jallo, James S. Harrop, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

BACKGROUND: Proximal junctional kyphosis (PJK) and failure (PJF) remain challenging and incompletely predictable adverse event following adult spinal deformity (ASD) surgery. Machine learning (ML) models have been proposed to improve risk stratification, but performance varies and clinical applicability remains uncertain. A systematic review and diagnostic test accuracy meta-analysis was performed to synthesize the predictive performance of ML-based models for proximal junctional pathology after ASD surgery.

METHODS: PubMed, Embase, and CENTRAL were searched from inception to February 2026. Studies developing or validating ML models predicting PJK or PJF following ASD surgery were included. Diagnostic performance was synthesized using random-effects models, pooling …

A Neck Too Tight: Emergent Cricothyrotomy For Airway Collapse From Expanding Post Anterior Cervical Discectomy And Fusion (Acdf) Hematoma, Nicole R. Eregha, Kishan Patel, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Anterior cervical discectomy and fusion (ACDF) is a commonly performed surgical procedure used to treat cervical spine pathology including radiculopathy and spinal cord compression. Although generally safe, postoperative complications can occur. One of the most feared complications is expanding neck hematoma, which may lead to rapid airway obstruction due to tracheal compression and soft tissue swelling. The reported incidence of postoperative hematoma after ACDF ranges from 0.2–1.9%, with a subset of patients requiring emergent airway intervention or surgical evacuation [1]. Patients with postoperative hematoma typically present with neck swelling, dysphagia, hoarseness, dyspnea, and inability to tolerate secretions, symptoms that may …

Mid- To Long-Term Durability Of Thoracic Endovascular Aortic Repair For Blunt Thoracic Aortic Injury: Outcomes In ≥ 45 Comparator Cohort, Andrew Lawrence Frankini, Gianna Rose Zanghi, Margaret Schwab, Valentina Sara Sica, Larry Andrew Frankini Md

Rowan-Virtua Research Day

Blunt traumatic thoracic aortic injury (BTAI) is a primary cause of mortality in blunt trauma injuries, with motor vehicle collisions representing the majority of cases.^1-4 Thoracic endovascular aortic repair (TEVAR) is the standard of care for managing this vascular emergency.⁵ While TEVAR demonstrates favorable short-term outcomes, there is an insufficient characterization of cumulative mid- to long-term reinterventions and device-related complications in BTAI patients.

We conducted a meta-analysis/systematic review of studies reporting outcomes after TEVAR for BTAI in patients ≥45 years. This review was conceptualized as a comparator to the previously reviewed outcomes in younger patients (< 45 years) performed by Frankini et al. (2026)⁶, …

Delay In Care Due To High Number Of Provider Evaluations In Hip Arthroscopy, Kaylin Knapsack, Wynn Bastianelli, Alexander Cabrera, Stewart Meridian, Sean Mcmillan

Rowan-Virtua Research Day

Background: Diagnosing hip pain in young and middle-aged adults remains challenging due to overlapping intra- and extra-articular pathology. Femoroacetabular impingement syndrome (FAIS) and acetabular labral tears are increasingly recognized as major contributors to pain, mechanical symptoms, and functional limitation. Despite growing awareness of hip preservation surgery, delays in referral to arthroscopy-trained specialists persist and may contribute to disease progression and inferior outcomes.

Purpose: To evaluate delays in surgical management among patients undergoing hip arthroscopy for labral pathology and identify factors contributing to delayed referral to hip preservation specialists.

Methods: A retrospective cohort study was conducted on patients undergoing hip arthroscopy …

Timing Isn't Everything: Rethinking Mortality Risk In Type A Aortic Dissection Surgery, Anna H Xue, Joseph S Coselli

Faculty, Staff and Students Publications

No abstract provided.

Isass Brave New Continuing Medical Education World: The Stifling Of Innovation In Spine Surgery Through Overrestriction Of Collaboration, Morgan P. Lorio, Kai-Uwe Lewandrowski, Óscar L. Alves, Avelino Parajón, Matthew Scott-Young, Hansen A. Yuan, Alex R. Vaccaro

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: in 2020, the accreditation Council for Continuing Medical education (aCCMe) released the Standards for Integrity and Independence in Accredited Continuing Medical Education, effective january 1, 2022, to ensure that accredited activities are accurate, balanced, evidence-based, and clearly separated from marketing and sales. although these aims are broadly supported, implementation may have unintended consequences in procedure-intensive specialties such as spine surgery, where surgeon–industry collaboration often drives device innovation, clinical trials, and dissemination of new techniques.

OBJECTIVE: To examine how current interpretations of ACCME eligibility and financial-relationship standards may affect continuing medical education in spine surgery and to propose practical adaptations …

Impact Of Intracranial Pressure Monitoring On 30-Day Mortality In Severe Traumatic Brain Injury: A Retrospective Cohort Study In Kenya, George Ongas, Idris Chikophe, Jacqueline Mavuti, David Olunya, Mubashir Qureshi, Beverly Cheserem, Edwin Mogere

General Surgery, East Africa

OBJECTIVE The objective of this study was to evaluate 15-year trends in epidemiology, baseline severity, management, and outcomes of severe traumatic brain injury (sTBI) at a Kenyan tertiary center, and to determine the impact of invasive intracranial pressure (ICP) monitoring on 30-day mortality in a low- and middle-income country (LMIC) context.

METHODS A retrospective quasi-experimental cohort analysis of consecutive sTBI admissions (postresuscitation Glasgow Coma Scale [GCS] score ≤ 8, age ≥ 13 years) from January 1, 2010, to December 31, 2024, was conducted. This time period was divided into two eras: era 1 (2010–2014), premonitoring, and era 2 (2015–2024), routine …

Congenital Aromatase Deficiency In An Adult Male: A Case Report Of Clinical Course And Symptom Reversal With Estrogen Supplementation, Peyton Coady, Arnaav Walia, Beatriz Hernandez, David E Hinojosa-Gonzalez, Adnan El-Achkar, Mohit Khera

Faculty, Staff and Students Publications

Congenital aromatase deficiency is an autosomal recessive CYP19A1 loss-of-function disorder that blocks conversion of androgens to estrogens. A man with homozygous CYP19A1 c.628G > A (exon 5) presented with longstanding fatigue, low libido, and desire to maintain fertility. Physiologic estrogen replacement was started with transdermal estradiol 0.0375 mg. After three months of estrogen therapy, the patient reported markedly improved energy and libido. Follow-up evaluation showed a rise in serum estradiol with normalization of gonadotropins, while maintaining spermatogenesis. This case illustrates the essential role of estrogen in male physiology, sexual function, and fertility. Estradiol replacement can alleviate hypoestrogenic symptoms with preservation of …

Protecting Minors From Medical Malpractice Act: Implications For Otolaryngology-Head & Neck Surgery, Shiven Sharma, Margo K Mckenna, Julina Ongkasuwan, Michael J Brenner

Faculty, Staff and Students Publications

No abstract provided.

Optical Coherence Tomography As An Emerging Technique For Identifying Pediatric Middle Ear Effusion, Roger Neuberger, Jeffrey Carter, Adriana Dives, Ana Sofia C Ibarrola, Maritsa Ixba, Elton Lambert, Yi-Chun Liu, Anna H Messner

Faculty, Staff and Students Publications

Objective: Acute otitis media (AOM) and otitis media with effusion (OME) rely on accurate characterization of middle ear effusion (MEE). Optical coherence tomography (OCT) is a potential modality for noninvasive analysis of MEE, thereby assisting with otitis media diagnosis. This study aims to compare the diagnostic performance of OCT with otoscopy and tympanometry in pediatric patients.

Methods: A prospective convenience sample of 164 pediatric patients aged 6 months to 12 years was recruited from two tertiary care pediatric otolaryngology clinics. During their visit, each child underwent otoscopy, tympanometry, and OCT evaluation. Scans were reviewed by both a fellowship-trained pediatric otolaryngologist …

Impact Of Obesity On Complication Rates After Treatment Of Slipped Capital Femoral Epiphysis: A Retrospective Cohort Database Study, Holden Archer, Scott B Rosenfeld, Pablo Castañeda, Jessica A Mcgraw-Heinrich, Simon P Kelley

Faculty, Staff and Students Publications

Background: While obesity is a well-established risk factor for slipped capital femoral epiphysis (SCFE), limited data exist regarding its impact on postoperative complication rates. This study aimed to evaluate the association between obesity and complications following SCFE treatment.

Methods: We queried a large national database for pediatric patients who underwent treatment for SCFE between June 2005 and June 2025. We divided this cohort into patients with obesity and patients without obesity. We matched the cohorts with a propensity scoring algorithm on a one-to-one basis, resulting in 1,175 patients in each group. We tracked outcomes including infection, pulmonary embolism (PE), chondrolysis, …

Operative Versus Non-Operative Management Of Infant Perianal Abscesses: A Pediatric Surgery Research Collaborative Prospective Quality Improvement Study, Leigh Selesner, Chakshu Soni, Romeo C. Ignacio, Rimla Khan, Robert Wright, Alicia Mcintire, Bethany J. Slater, Nathan M. Novotny, Ryan T. Davis, Artem F. Dadamyan

Conference Presentation Abstracts

Abstract: Purpose Treatment of infant perianal abscesses (IPA) remains controversial, with ongoing debate between operative and non-operative management. Recurrence is common and prospective data to guide care are lacking. We performed the first multi-institutional prospective quality improvement (QI) study comparing non-operative to operative IPA management. Methods The primary endpoint was time to complete abscess resolution. Secondary endpoints included surgical intervention (incision and drainage ± fistulotomy) and abscess recurrence. Institutions were recruited through a national research collaborative. IRB approval was obtained individually. Between 2022 and 2025, we prospectively enrolled patients < 1 year of age with an abscess ≤2 cm from the anal verge. Patients with predisposing conditions (e.g. inflammatory bowel disease) were excluded. Management was determined by the treating provider, with either upfront surgical intervention (control group) or non-operative care per our QI protocol (protocol group, Figure 1). Data were collected on management prior to surgical evaluation, presentation, subsequent treatment and outcomes. Statistical analyses were performed using STATA, with p < 0.05 considered significant. Endpoints were compared between groups by non-parametric methods, with denominators based on available data. Results Fourteen institutions participated across the U.S., with a total of 288 patients (108 control, 180 protocol) enrolled. Median follow-up was 0.99 (interquartile range 0.23-3.93) and 1 (0.16-4.56) months for control and protocol groups. Abscess resolution occurred in 155 patients during follow-up (36/71 (51%) control, 119/134 (89%) protocol, p < 0.01). Median time to abscess resolution was 1.21 (0.33-4) and 1.13 (0.57-3.83) months for control and protocol groups (p=0.64). Recurrences were frequent in both cohorts (34/93 (37%) control, 62/153 (41%) protocol). Surgical intervention was significantly more common in the control group: incision and drainage were performed in 61/107 (57%) versus 19/166 (11%) and exam under anesthesia with fistulotomy in 31/106 (29%) versus 20/166 (12%) (both p< 0.01). Conclusions Time to abscess resolution was similar between patients treated with upfront surgical intervention and non-operative management according to our QI protocol. Significantly more patients underwent surgical intervention in the control group, without an impact on time to resolution. Our data support initial non-operative management of infant perianal abscesses, emphasizing antibiotics at initial presentation, sitz baths and family reassurance. Abbreviations: IPA - infant perianal abscess; QI - quality improvement; IRB - institutional review board

Opioid-Free Hernia Repair Protocol Reduces Pediatric Opioid Exposure Without Compromising Pain Control, Abigail Teitelbaum, Kristin E. Lemarbe, Diane Studzinski, Corey Shafer, Antonela Muca, Emanuela Peshel, Randall Hilleary, Anthony Stallion, Nathan M. Novotny, Pavan Brahmamdam, Begum Akay

Conference Presentation Abstracts

Abstract: Purpose: Protocolizing perioperative pain management may reduce opioid exposure in children. We designed a multimodal pain management protocol for pediatric ambulatory hernia surgery with the goal of reducing opioid use. This study evaluates the impact of this protocol on opioid use, pain control, and patient/proxy satisfaction. Methods: Our protocol utilized child life services, regional anesthesia, and non-opioid analgesic adjuncts in the perioperative period. We reviewed all pediatric ambulatory hernia cases two years before and after protocol implementation. Protocol adherence was stratified by level of opioid use: high (no opioid use), medium (opioids used intraoperatively or postoperatively), and low adherence …

The Role Of Simulation In General Surgery Residency: Advancing Technical Proficiency And Clinical Confidence, Matthew A. Daniel, Alyssa Mcmandon, Rachel Daley, Andrew Gustetic, Alexis Howarth, Meghana Jacob, Holden Lewis, Kushali Patel, Taylor Locklear, Saptarshi Biswas

HCA Healthcare Journal of Medicine

Surgical training has changed significantly over the past several decades, largely due to advances in technology. After the introduction of laparoscopic and robotic surgery into residency programs, simulation-based training (SBT) has become an important addition to surgical education. Simulation-based training offers a safe and structured environment to practice skills, receive feedback, and develop technical and non-technical abilities. While its benefits are well recognized, wider use of SBT continues to face challenges, including high costs, limited faculty availability, and time constraints within residency schedules. New technologies such as artificial intelligence, virtual and augmented reality, and standardized simulation frameworks may help address …

Enhancing Resident Preparedness For The American Board Of Surgery Certifying Exam Through Low-Stakes Mock Oral Sessions, Camila R. Guetter, Taylor Locklear, Omar Haque, P Nina Scalise, Saptarshi Biswas, R. Wesley Vosburg

HCA Healthcare Journal of Medicine

Background

The American Board of Surgery (ABS) requires trainees to pass both a written qualifying examination (ABSQE) and oral certifying examination (ABSCE) to achieve board certification. The high-stakes nature of the ABSCE, which assesses knowledge, clinical judgment, and decision-making, necessitates extensive preparation. To address the challenges of the ABSCE format and associated trainee stress, structured mock oral programs have been developed. Here we evaluate the impact of structured mock oral sessions on residents' comfort levels and familiarity with the ABSCE at a single institution.

Methods

A mixed-methods survey was given to 50 general surgery residents in different training years who …

Cyanosis-Associated Coagulopathy In Neonates Undergoing Cardiopulmonary Bypass: A Scoping Review, Lily Crickmar

Student Works

2. Structured summary:

A. Background: Patients with cyanotic congenital heart disease exhibit coagulation abnormalities related to chronic hypoxemia, which may increase the risk of bleeding and thrombosis, particularly during cardiopulmonary bypass.

B. Objective: This scoping review mapped the existing literature on coagulation disturbances and perioperative hemostatic outcomes in pediatric patients with cyanotic congenital heart disease.

C. Methods: 14 studies meeting the inclusion criteria were identified through structured database searching. The data were collected and synthesized descriptively due to heterogeneity in study design, patient populations, and coagulation assessment methods.

D. Results: Across studies, cyanotic patient physiology was associated with platelet dysfunction, …

All-Inside Endoscopic Zone 1 Flexor Hallucis Longus Transfer: A Cadaveric Feasibility Study., Kevin D Martin, Yi Wei, Adam G F Smith, Franco Piscitani, Luke M Martin, Brian Steginsky, Brian Tscholl, Nathaniel A Bates

Surgery Articles

BACKGROUND: Endoscopic flexor hallucis longus (FHL) tendon transfer addresses chronic Achilles tendon ruptures. Traditional percutaneous plantar incisions gain FHL length but risk neurovascular injury. This study evaluated the feasibility of an all-inside endoscopic FHL zone 1 tenotomy and transfer technique, which avoids plantar incisions by using zone 1 of the FHL tendon. We hypothesized that this technique would (1) provide sufficient tendon length, (2) avoid neurovascular damage, and (3) securely anchor the FHL tendon without tunnel blowout.

METHODS: Ten cadaveric all-inside endoscopic zone 1 FHL tendon transfers were performed without fluoroscopic guidance. Specimens were independently assessed post hoc by 2 …

Indicators Of Fontan Circulatory Failure In Pediatric Patients: A Scoping Review Of Early Clinical And Hemodynamic Factors, Marina Mcmahon

Student Works

Structured Summary

a. Background/Introduction:

For patients with single ventricle congenital heart disease, the Fontan procedure is the definitive palliative procedure. Although advancements have been made in the surgical technique and management, the Fontan circulation is inefficient and prone to progressive dysfunction. Elevated central venous pressure, non-pulsatile pulmonary blood flow, and reduced cardiac output can lead to many complications, and eventual failure. These conditions can lead to protein losing enteropathy, plastic bronchitis, and hepatic fibrosis which often indicate advanced decline. Though a known problem, there is a lack of standardized criteria to guide optimal intervention timing of Fontan revision prior to …

Pharmacologic Interventions To Reduce Cardiopulmonary Bypass Induced Inflammation In Cardiac Surgery: A Scoping Review, Wyatt Anderson

Student Works

ABSTRACT

1. Structured summary

Background

Cardiopulmonary bypass (CPB) is essential in cardiac surgery but can trigger a systemic inflammatory response that contributes to postoperative complications. The scoping review conducted has a purpose to map the existing literature on pharmacologic interventions to mitigate CPB related inflammation. While several interventions demonstrated potential anti-inflammatory effects, findings were inconsistent, and no standardized pharmacologic approach is currently agreed upon.

Methods

This scoping review followed PRISMA-ScR guidelines.Both PubMed, and CINAHL were screened for studies published between 2000 and 2024 that evaluated pharmacologic interventions aimed at reducing CPB related inflammation. After screening and duplicate removal, 10 studies met …

Addition Of Prg4 To Optimize The Anti‑Adhesive Properties Of Tissue Barrier Sepraflm®, Ava J. Marks, Khaled A. Elsaid, Ling X. Zhang, Timmy Lin, Janette Baird, Tannin A. Schmidt, Gregory D. Jay

Pharmacy Faculty Articles and Research

Purpose

Postsurgical adhesion remains a significant clinical challenge. Seprafilm^® is widely used as a barrier to reduce adhesion formation, however its efficacy may be inconsistent. Recombinant human proteoglycan-4 (rhPRG4), a surface-active, anti-inflammatory glycoprotein found in synovial fluid inhibits cell and protein adhesion. This study investigated whether coating Seprafilm with rhPRG4 could enhance its anti-adhesive potential.

Methods

Macrophages (J774), human fibroblast-like synoviocytes (HFLS), and melanoma (A375) cells were cultured on tissue culture wells treated with rhPRG4 or bovine submaxillary mucin (BSM) to determine optimal seeding density. Seprafilm sheets were coated with rhPRG4 or BSM (0.78–200 µg/mL). Cell adhesion was quantified …