Surgical Procedures, Operative Commons^™

Integrating Music Therapy Into Post-Surgical Care: A Quality Improvement Strategy For Reducing Post-Operative Anxiety, Yosdania Hernandez Benitez

Doctor of Nursing Practice Final Project Abstract

Integrating Music Therapy into Post-Surgical Care: A Quality Improvement Strategy for Reducing Post-Operative Anxiety

Purpose

This quality improvement (QI) project aimed to reduce postoperative anxiety among adult patients after general surgery in the post-anesthesia care unit (PACU) by 30% using nurse-led music therapy in an ambulatory surgical center.

Results

Mean VAS-A scores decreased from 6.9 (SD = 0.5) pre-intervention to 4.0 (SD = 0.5) post-intervention, representing a 2.9-point (41.9%) reduction in anxiety and exceeding the project's target of 30%. Nurse adherence to the intervention protocol was 100%, and the mean patient satisfaction score was 4.6/5.0. All 100 patients completed both …

Intravenous Versus Oral Tranexamic Acid In Shoulder Arthroplasty, Tarishi Parmar, Akin Adio, Mohammad Daher, Adam Khan, John Horneff, Joseph A. Abboud

Rothman Institute Papers

PURPOSE: Tranexamic acid (TXA) is used in shoulder arthroplasty to reduce blood loss. While intravenous (IV) TXA is standard, oral TXA offers advantages in cost and administration. This study compares 90-day complications and postoperative laboratory values between IV and oral TXA in total shoulder arthroplasty (TSA).

METHODS: A retrospective cohort study using TriNetX identified adults undergoing primary TSA (2005-2025) receiving TXA on the day of surgery, stratified by route (IV vs. oral). One-to-one propensity score matching was performed. Ninety-day outcomes included transfusion, thromboembolic events, cardiac and renal complications, neurologic events, infection, wound dehiscence, readmissions, emergency department visits, opioid utilization, and …

Non-Tobacco Nicotine Dependence Is Associated With Increased Complications Following Clavicle Open Reduction Internal Fixation, Akin A. Adio, Rahul K. Goyal, Abby Skiena, Mohammad Daher, John G. Horneff, Hafiz F. Kassam, Brian W. Hill, Joseph A. Abboud

Rothman Institute Papers

BACKGROUND: Tobacco dependence is well established to impair bone healing and increase postoperative complications. However, the independent effects of nicotine, separate from combustion-related factors, remain unclear. This study aimed to evaluate the impact of non-tobacco nicotine dependence (NTND) following open reduction and internal fixation (ORIF) of clavicle fractures, including midshaft and lateral fracture subtypes.

METHODS: A retrospective cohort study was performed using a large national database. Patients undergoing ORIF of clavicle fractures were identified using procedural and diagnostic codes. Patients with non-tobacco nicotine dependence (e.g., vaping, patches, or gum) were identified and propensity score matched to (1) patients without nicotine …

Evaluating Normothermic Machine Perfusion For Dcd Liver Transplants: Outcomes, Costs, And Value Implications, Meet S. Patel, Alisha Williams, Kyrillos Ayoub, Noor Kamaladin, Charles S. Day

Medical Student Research Symposium

Background: As liver transplantation expands to include marginal donor organs, technologies such as the TransMedics Organ Care System (OCS) offer the potential to improve graft viability and clinical outcomes. However, limited institution-level evidence exists evaluating the cost-outcomes balance of OCS use in Donation-After-Circulatory-Death (DCD) liver transplantation. This study assesses the clinical, operational, and economic value of OCS implementation within a high-volume transplant center.

Methods: A retrospective cohort analysis was conducted of all DCD liver transplants performed at Henry Ford Hospital from January 2021 to April 2024. Outcomes were compared between traditional cold storage (2021; n=23) and OCS perfusion (2023–2024; n=82). …

The Impact Of Normothermic Regional Perfusion Compared With Cold Storage On Warm Ischemia Time In Donation After Circulatory Death Organ Transplantation: A Scoping Review, Chris Turner

Student Works

ABSTRACT

2.Structured summary:

Background: Donation after circulatory death (DCD) has expanded the donor pool but introduces an inevitable period of warm ischemia that threatens graft viability. Preservation techniques such as normothermic regional perfusion (NRP) and static cold storage (SCS) aim to minimize this injury and improve transplant outcomes.

Objective: This scoping review identifies and synthesizes published evidence comparing NRP with SCS in DCD organ transplantation, focusing on their respective effects on warm ischemia time, graft function, and early post‑transplant outcomes.

Methods: Following the PRISMA‑ScR framework [23], searches were conducted in MEDLINE, PubMed, Embase, and Scopus for English‑language studies involving DCD …

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 …

Pharmacological Treatment Options For Vasoplegia Syndrome During And After Cardiopulmonary Bypass: A Scoping Review, Bradley Darby

Student Works

ABSTRACT

2: Structured summary

Background

Vasoplegia Syndrome (VS) is a form of distributive shock that is characterized by profound hypotension, low systemic vascular resistance, and high to normal cardiac output during/after cardiopulmonary bypass. VS is associated with increased mortality, morbidity, and length of stay in the intensive care unit.

Objective

The main objectives of this scoping review are to note the available treatment options, characterize potential risk factors, and identify gaps in knowledge for vasoplegia syndrome during and after cardiopulmonary bypass.

Method

This scoping review utilized the Preferred Reporting Items for Systematic reviews and MetaAnalyses extension for Scoping Reviews (PRISMA-ScR) …

Vasculature Of The Anterior Abdominal Wall And Surface Anatomy Of The Liver And Stomach: Considerations For Minimal Access Surgeries In Neonates, Daniël J. Van Tonder, Natalie Keough, Martin Louis Van Niekerk, Albert Van Schoor

COM Scholarship

Background: Minimal access surgeries are growing more common in neonatal care, but the risk of accidental injury to abdominal wall blood vessels remains a concern. This risk is increased by limited precise anatomical data specific to neonates. Therefore, this study aimed to quantitatively map the superficial and deep blood vessels of the neonatal anterior abdominal wall concerning important surgical landmarks to develop evidence-based recommendations for safer laparoscopic port placement. Methods: Thirty formalin-fixed low-birth-weight neonatal body donations (≤4 weeks old) were dissected. An anatomical grid based on palpable landmarks—including the umbilicus, xiphoid process, and anterior superior iliac spines—was utilised to measure …

A Retrospective Study On The Associations Of Clinical Measures To Mortality In Pediatric Extracorporeal Membrane Oxygenation (Ecmo) Patients, Ammar F. Chauhdri, Ryan Davis Md, Christina Shanti Md, Michelle Veenstra Md, Megan Zacarias, Samantha Carranza, Laura Sansoterra, Nimr Assaf, Christian Hudson-Bradford Md, Elika Ridelman Phd

Medical Student Research Symposium

A Retrospective Study on the Associations of Clinical Measures to Mortality in Pediatric Extracorporeal Membrane Oxygenation (ECMO) Patients

Ammar Chauhdri; Ryan Davis, MD; Christina Shanti, MD; Michelle Veenstra, MD; Megan Zacarias; Samantha Carranza; Laura Sansoterra; Nimr Assaf; Christian Hudson-Bradford, MD; Elika Ridelman, PhD

Background: Extracorporeal membrane oxygenation (ECMO) is a form of temporary cardiopulmonary support used in critically ill pediatric patients when conventional therapies fail, yet survival to discharge remains only ~50% nationwide. Prior studies have identified candidate mortality predictors and developed basic risk scores, but these models have limited accuracy and are often derived from registry-level or narrowly defined …

Goal-Directed Perfusion Strategies And Postoperative Acute Kidney Injury: A Scoping Review, Austin Davis

Student Works

Background: Acute kidney injury (AKI) remains a frequent and clinically important complication following cardiopulmonary bypass (CPB). Goal-directed perfusion (GDP) strategies—most commonly targeting indexed oxygen delivery (DO₂i) and/or other hemodynamic and metabolic parameters—have been proposed to reduce renal injury by improving renal oxygenation and perfusion during CPB.

Methods: A Preferred Reporting Items for Systematic Reviews and Meta-Analyses – Scoping Review (PRISMA-ScR) compliant scoping review identified 28 adult CPB studies evaluating GDP strategies and postoperative AKI outcomes.

Results: Maintenance of indexed oxygen delivery (DO2i) above critical thresholds and minimizing hemodilution were consistently associated with reduced AKI.

Conclusion: GDP strategies centered on maintaining …

Selective Retention Of Birdshot Pellets In The Rearfoot: A Case Demonstrating Tissue Preservation And Functional Recovery, Yasim Zafar, Steven Bolton, Alexandria Armstrong, Hooman Mir

School of Podiatric Medicine - Student Research

Level of Evidence: III (Case Study)

Statement of Purpose: Gunshot wounds to the foot pose a unique surgical dilemma—whether to pursue aggressive foreign body removal or to preserve soft tissue integrity. This case highlights the management of a birdshot injury to the rearfoot where selective non-removal of pellets near the neurovascular bundle led to complete healing and full functional recovery. The purpose is to emphasize tissue preservation over aggressive exploration in complex ballistic foot injuries.

Case Study: A 26-year-old female sustained a birdshot gunshot wound to the right rearfoot. Multiple small entry wounds were noted on the posterior and plantar …

Free Versus In Situ Right Internal Mammary Artery As A Conduit In Coronary Artery Bypass Surgery: A Meta-Analysis, Yuta Kikuchi, Tomoki Sakata, Tomonari Shimoda, Shinichi Fukuhara, Junichi Shimamura, Makoto Hibino, Tsuyoshi Kaneko, Hiroo Takayama, Hisato Takagi, Michel Pompeu Sa, Toshiki Kuno

Department of Medicine Faculty Papers

OBJECTIVES: There is debate regarding the optimal choice for a second conduit in coronary artery bypass grafting. The right internal mammary artery (RIMA) is commonly employed as a second conduit; however, it is unclear whether the free (fRIMA) or in situ (isRIMA) configuration yields superior outcomes. We performed a systematic review and meta-analysis to compare clinical outcomes between fRIMA and isRIMA as the second conduit.

METHODS: A comprehensive search of PubMed (MEDLINE), EMBASE, and CENTRAL was performed through May 2025 to identify studies comparing outcomes in patients undergoing coronary artery bypass grafting with either fRIMA or isRIMA as a second …

Increasing Utilization Trends Of Robotic Assistance In Orthopaedic Surgery, Anish K. Ponna, Alec Giakas, Anthony A. Khoudary, Spencer N. Uggla, Sina Ramtin, Yousef A. Soliman, Asif M. Ilyas

Department of Orthopaedic Surgery Faculty Papers

INTRODUCTION: Robotic-assisted surgeries in orthopaedics have increased, particularly in hip and knee arthroplasty and spine surgeries. This study evaluates national utilization trends of robotic-assisted orthopaedic surgeries and demographic and geographic distribution of patients undergoing these surgeries.

METHODS: A retrospective cohort study was conducted on patients who underwent total hip arthroplasty, total and partial knee arthroplasty, or spine arthrodesis from 2017 to 2023 using the TriNetX database. Relevant International Classification of Diseases, 10th Revision, and Current Procedural Terminology codes identified patients who underwent a primary surgery with a corresponding robot-assisted code on the same day. Temporal trends in procedural volume were …

Whole-Blood, Concentrated, And Micro–Dose Del Nido Cardioplegia In Adult Cardiac Surgery: A Scoping Review, Christian Iulianelli

Student Works

1. A.     Background/Introduction: Del Nido cardioplegia was originally developed for pediatric cardiac surgery to provide prolonged myocardial protection with a single-dose strategy. Its adoption in adult cardiac surgery has led to multiple modified formulations, including whole-blood, concentrated, and bloodless strategies. Given expanding clinical use and variation in technique, a structured mapping of the adult evidence base is warranted.
2. B.     Methodology: This scoping review followed PRISMA-ScR guidance. PubMed and CINAHL were searched, yielding 88 records. After duplicate removal and screening, 18 studies met inclusion criteria. Data were charted on study design, cardioplegia formulation, patient population, myocardial biomarkers, arrhythmias, renal outcomes, transfusion requirements, …

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

Comparison Of Ventilation Support During Laser Treatment Of Retinopathy Of Prematurity, Jason Peng, Raghav Taneja, Barry N. Wasserman, Krystal Hunter, Vineet Bhandari, Alla Kushnir

Wills Eye Hospital Papers

Highlights: What are the main findings? Preterm infants undergoing ROP laser surgery with routine elective intubation had significantly longer durations of post-operative mechanical ventilation. Routine intubation during this procedure did not improve short-term clinical outcomes, such as overall hospital length of stay or timing of laser intervention in the infant’s life. What are the implications of the main findings? Routine intubation strategies may unnecessarily increase exposure to mechanical ventilation without improving clinical outcomes. Standardization of perioperative intubation practices across hospitals may be needed to optimize respiratory support in this vulnerable population. Objective: To compare respiratory outcomes between infants undergoing retinopathy …

Elbow Ulnar Collateral Ligament Reconstruction And Repair: A Systematic Review And Meta-Analysis Of Biomechanical Studies, Austin Looney, Adeeb Hanna, Carlo Coadonato, John Sonnier, Blake Bodendorfer, Christopher Anderson, Neil Sarna, Kevin Freedman, Michael G. Ciccotti, Michael C. Ciccotti, Brandon Erickson, Steven Cohen

Rothman Institute Papers

BACKGROUND: Technical variations in elbow ulnar collateral ligament reconstruction (UCLR) include graft source, graft/tunnel configuration, and humeral and ulnar fixation. While the biomechanical performance of various constructs has been reported, these studies have small sample sizes and compare at most a few technical variations.

PURPOSE: To quantitatively synthesize the results of biomechanical investigations of UCLR and repair.

STUDY DESIGN: Systematic review.

METHODS: A systematic review and meta-analysis was conducted according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses); included articles were published between 1998 and 2020. Biomechanical metrics were utilized to compute effect sizes (standardized mean difference [SMD]) …

Repair Techniques For Acute Rupture Of The Patellar Tendon: A Systematic Review, Gaston Davis, Harrison S. Fellheimer, Christian Mccormick, Kevin B. Freedman

Rothman Institute Papers

BACKGROUND: Multiple techniques exist to repair acute tears of the patellar tendon. Surgical repair is required to reestablish full function of the extensor mechanism of the knee, and optimal results typically occur when the tear is repaired acutely.

PURPOSE: To systematically review the literature to evaluate treatment outcomes and complication rates after acute surgical repair of patellar tendon ruptures using suture anchor repair, transosseous repair, and end-to-end repair.

STUDY DESIGN: Scoping review; Level of evidence, 4.

METHODS: A systematic review was performed to analyze outcomes after patellar tendon repair in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews …

Does Adding An Interbody Cage In L4–L5 Posterolateral Fusion For Degenerative Spondylolisthesis And Stenosis Improve Clinical Outcome?, Enrico Aimar, Lucrezia Di Stefano, Federico Longhitano, Alberto Bona, Marco Meloni, Tommaso Alfiero, Federica Valente, Roberta Bonomo, Giulio Bonomo, Flavio Tancioni, Guglielmo Iess

Department of Neurosurgery Faculty Papers

INTRODUCTION: As the population ages, L4-L5 degenerative spondylolisthesis is increasingly common. Posterolateral fusion was long standard; interbody cages are widely used for perceived higher fusion rates.

RESEARCH QUESTION: Does adding an interbody cage to posterolateral fusion improve outcomes or reduce complications in elderly patients with grade I spondylolisthesis and severe stenosis?

MATERIALS AND METHODS: We retrospectively studied 319 adults aged 60-85 who underwent single-level L4-L5 fusion (2011-2018) after failed conservative care. Patients received posterior lumbar fusion (PLIF, n = 155) or posterolateral lumbar fusion (PLF, n = 164). Primary outcomes were Oswestry Disability Index (ODI) change and complications over a …

All-Inside Arthroscopic Technique For Repairing Radial Meniscus Tears At The Anterior Horn-Body Junction, Brandon Omari Boyd, Robert M. Walker, Harrison A. Volaski, Ferdinand J. Chan

Department of Medicine Faculty Publications

Radial meniscus tears are a common tear pattern that, if left untreated, can ultimately lead to accelerated degenerative changes and disability. There is well-established evidence that supports meniscal preservation in patients with radial meniscus tears. Various surgical techniques are used to repair radial tears, including inside-out, outside-in, and all-inside methods. Self-retrieving all-inside devices are a safe option when repairing radial tears. However, radial tears at the junction of the anterior horn and body present a unique surgical challenge, as surgeons may have difficulty maneuvering the jaws of the self-retrieving suture device around the anterior limb of the meniscal tear. We …

Redo Tavr With Asymmetric Coronary Risk: Interpreting Borderline Ct Findings, Connor J. Mckechnie, Nicolas J. Valle, Omar A. Saleh, Matthew R. Summers, Deepak R. Talreja

Department of Medicine Faculty Publications

Image(s)

Computed tomography (CT) and computational modeling (DASI) in redo transcatheter aortic valve replacement (TAVR) planning.

Case Summary

A 77-year-old woman presented with severe symptomatic aortic stenosis due to degeneration of a prior transcatheter valve. CT demonstrated leaflet calcification with borderline left-sided valve-to-coronary distance (3.27 mm). Geometric assessment suggested low right coronary obstruction risk, but higher left main risk. Computational modeling demonstrated adequate leaflet-coronary clearance (distance from displaced leaflet cusp to coronary ostium normalized to coronary diameter >0.7). Redo TAVR with a 26-mm Evolut FX was performed without leaflet modification and no coronary obstruction.

Take-Home Message

Borderline CT findings in …

Neurodevelopmental Outcomes After Posthemorrhagic Hydrocephalus Of Prematurity, Mekal S. Mathew, Rene Leal, Caroline L. Hanan, David J. Sun, Hasan K. Mubarak, Amelie D. Perrier, William E. Johnson, Micolette R. Mardik, Trevor R. Alwell, Christian Amezquita Contreras, Chance E. Hatfield, Peter H. Yang

Summer Research Program Abstracts

No abstract provided.

Mental Health And Beliefs About Abortion Access Following Changes To Reproductive Healthcare Laws In 2022: Findings From Oklahoma, Munjireen Sifat, Laili K. Boozary, Tina N. Le, Julia Mcquoid, Brittany Zaring-Hinkle, Sarah Tonkin, Lizbeth Benson, Bingjing Mao, Motolani Ogunsanya, Ruosi Shao, Amy M. Cohn, Allyson Shortle, Darla E. Kendzor

Department of Medical Oncology Faculty Papers

INTRODUCTION: A secondary analysis of cross-sectional survey data was conducted to characterize beliefs about abortion access in Oklahoma, measure stress associated with the overturn of Roe vs. Wade (2022), and evaluate the potential relationship between post-Roe stress (PR stress) and mental health.

METHODS: From August through September 2022, adult Oklahomans (N = 1793) were surveyed about their sociodemographic characteristics, beliefs about abortion access, frequency of past-month stress related to the overturn of Roe vs. Wade, and mental health. Beliefs about abortion access were characterized overall and within sociodemographic groups. The relationship between PR stress and mental health was evaluated, and …

Mental Health And Beliefs About Abortion Access Following Changes To Reproductive Healthcare Laws In 2022: Findings From Oklahoma, Munjireen S. Sifat, Laili K. Boozary, Tina N. Le, Julia Mcquoid, Brittany Zaring-Hinkle, Sarah Tonkin, Lizbeth Benson, Bingjing Mao, Motolani Ogunsanya, Ruosi Shao, Amy M. Cohn, Allyson Shortle, Darla E. Kendzor

School of Public Health Faculty Publications

INTRODUCTION: A secondary analysis of cross-sectional survey data was conducted to characterize beliefs about abortion access in Oklahoma, measure stress associated with the overturn of Roe vs. Wade (2022), and evaluate the potential relationship between post-Roe stress (PR stress) and mental health. METHODS: From August through September 2022, adult Oklahomans (N = 1793) were surveyed about their sociodemographic characteristics, beliefs about abortion access, frequency of past-month stress related to the overturn of Roe vs. Wade, and mental health. Beliefs about abortion access were characterized overall and within sociodemographic groups. The relationship between PR stress and mental health was evaluated, and …

Robotic Anatomical Left Hepatectomy With Enbloc Caudate Resection For Intrahepatic Cholangiocarcinoma, Bhavya Bansal, Parisa Yazdankhah-Kenary, Sharona Ross, Iswanto Sucandy

Student Papers, Posters & Projects

Introduction: Minimally invasive robotic technique is gaining popularity due to its technical advantages when compared with conventional laparoscopy. Major hepatic lobectomy, however, remains a technically demanding procedure and requires extensive training to ensure safety and efficacy, especially when undertaken using minimally invasive approach.^1–4 With focus on robotic surgery techniques, in this video we describe our standardized technical approach of robotic anatomical left hepatectomy with enbloc caudate lobe resection. Methods: A 78-year-old man presented with a caudate lobe cholangiocarcinoma infiltrating the caudate lobe and dorsal aspect of segment 4 with a very close proximity to the base of umbilical fissure. …

Safety And Feasibility Of Talimogene Laherparepvec In Peritoneal Surface Malignancies: Results From The Tempo Trial, John H. Stewart, Donna Niedzwiecki, Melissa Lowe, Ashley Moyer, Emily Bolch, Shannon Diane Maclaughlan, Edward A. Levine, Omeed Moaven, Niharika Mettu, John H. Strickler, Dan G. Blazer

School of Medicine Faculty Publications

Peritoneal surface malignancies (PSMs) remain a therapeutic challenge, particularly in patients with unresectable disease who cannot benefit from cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. The Talimogene Laherparepvec for the Treatment of Peritoneal Surface Malignancies (TEMPO) trial (NCT03663712) is the first phase 1, multicenter, open-label study to evaluate intraperitoneal (i.p.) administration of talimogene laherparepvec (T-VEC), an FDA-approved oncolytic virus, in this setting. Nineteen patients with unresectable PSMs from appendiceal, ovarian, small bowel, and peritoneal carcinomas were enrolled; 18 received treatment across three escalating dose cohorts (4 × 10-4×10 PFU). The primary endpoint was safety and tolerability, with secondary endpoints assessing viral …

Explainable Machine Learning Using Emg And Accelerometer Sensor Data Quantifies Surgical Skill And Identifies Biomarkers Of Expertise, Rahul Soangra, Areef Hossain, Jay Sonagra, Vennila Krishnan

Physical Therapy Faculty Articles and Research

Traditional evaluations of surgical skill rely heavily on subjective assessments, limiting precision and scalability in modern surgical education. With the emergence of robotic platforms and simulation-based training, there is a pressing need for objective, interpretable, and scalable tools to assess technical proficiency in surgery. This study introduces an explainable machine learning (XAI) framework using surface electromyography (sEMG) and accelerometer data to classify surgeon skill levels and uncover actionable neuromuscular biomarkers of expertise. Twenty-six participants, including novices, residents, and expert urologists, performed standardized robotic tasks (suturing, knot tying, and peg transfers) while sEMG and motion data were recorded from 12 upper-extremity …

The Anatomy Of Change: A Scoping Review Of Surgical Curriculum Renewal Processes, Marc A. Seifman, Robyn Woodward-Kron, Roi Y. Kagan, Kirsten Dalrymple, Aimee K. Gardner, Ian Incoll, Lars Konge, John T. Paige, Debra Nestel

School of Medicine Faculty Publications

PURPOSE: Renewal of surgical curricula is critical in maintaining relevance to contemporary healthcare needs. A curriculum document usually describes its purpose, intended outcomes, content, methods, and assessment and evaluation processes. The document may also consider cultural, professional, political, and social contexts. While there are published curriculum development approaches, guidance on renewal processes is limited. This scoping review aims to synthesise literature on surgical curriculum renewal, to understand the key elements of this process, and identify areas for improvement. METHODS: A scoping review was conducted by the core author team, with co-creation involving a Knowledge User Group (KUG). Seven databases were …

Ensuring Safety And Optimization In Total Joint Arthroplasty Of Cancer Patients: A Comprehensive Analysis Of Complication Risks And Modifiable Risk Factors, Tara Korbal, Robert Branstetter Iv, Matthew Cable, Deryk Jones, Lizheng Shi, Lauren Hall, Andrew Chapple

School of Medicine Faculty Publications

AIMS & OBJECTIVES: The primary objective of this study is to determine whether an active cancer diagnosis results in an increased risk of perioperative TJA complications and postoperative mortality. The secondary objective is to analyze the effects of demographic factors on perioperative complication rates in cancer patients undergoing TJA. MATERIALS & METHODS: Patients with active cancer diagnoses undergoing total joint arthroplasty from 2014 to 2020 were included in this retrospective analysis. Patient data was obtained through ReachNet, which consisted of data from the University Medical Center, Tulane University Medical Center, Ochsner Health System, and Baylor Scott & White Health. ICD-9/10 …

Geographic And Socioeconomic Predictors Of Early Follow-Up Loss In Patients Undergoing Pituitary Neuroendocrine Tumors (Pitnets) Resection: A Retrospective Review Of 1143 Cases, Daniel Quintana, Rithvik Ramesh, Robert C. Osorio, Wesley Shoap, Paul Mcmillan Villalobos, Philip V. Theodosopoulos, Sandeep Kunwar, Jose Gurrola, Ivan H. El Sayed, Manish K. Aghi, Ezequiel Goldschmidt

School of Medicine Faculty Publications

OBJECTIVE: Postoperative follow-up after PitNET resection is essential for monitoring tumor recurrence and endocrinological deficits. Despite advances in telehealth, loss to follow-up remains a persistent challenge across neurosurgical patients. This study aims to identify factors to identify patients are at higher risk of being lost to follow-up after surgery. METHODS: A retrospective analysis was conducted on 1,143 adult patients who underwent PitNET resection between 2012 and 2019 at a single institution. Clinical and radiological data were analyzed to assess loss to follow-up in the cohort. Multivariable logistic and negative binomial regression models were used to identify factors independently associated with …