Digital Commons Network^™

Implementation Of Evidenced Based Practice Guidelines For Reducing Emergence Delirium In Elderly Patients Undergoing A Total Hip Replacement, Luke D. Kleinfelder

Doctor of Nursing Practice Scholarly Projects

A total hip replacement is a common surgery for the elderly population, as it is a successful treatment option for hip fractures and end-stage osteoarthritis, a common condition associated with aging. Recovery from surgery is critical, and any postoperative complication can delay recovery, increase cost, lengthen hospital stay, and lead to a poorer long-term surgical outcome. One of the most common and severe postoperative complications for elderly patients following general anesthesia is emergence delirium. Traditional practice focuses on treating the symptoms of emergence delirium reactively instead of proactively and lacks standardized guidelines. Recent literature found a promising decrease in the …

Proposed Evidence-Based Practice Guidelines For Using Esmolol To Blunt The Sympathetic Stress Response To Laryngoscopy And Intubation, Maya Kurdi

Doctor of Nursing Practice Scholarly Projects

Direct laryngoscopy (DL) and endotracheal intubation (ETI) are standard procedures performed during general anesthetic induction, which provoke a sympathetic stress response that can result in intraoperative hemodynamic instability. Traditional agents like lidocaine and fentanyl, commonly used to mitigate the stress response, have limitations and can lead to adverse effects. Recent literature suggests that esmolol, an ultra-short-acting, cardio-selective beta-1 adrenergic receptor antagonist, may be an effective alternative due to its rapid onset, short duration, and minimal side effects. This final scholarly project (FSP) aims to develop evidence-based practice guidelines for using esmolol as an adjunctive induction agent. A systematic literature review …

Enhancing The Diversity And Number Of Certified Registered Nurse Anesthetists: A Proposed Pipeline Program For Underrepresented Students, Alexis Lamoreaux

Doctor of Nursing Practice Scholarly Projects

The underrepresentation of minority groups in the Certified Registered Nurse Anesthetist (CRNA) profession impacts healthcare providers’ diversity and cultural competence. This Final Scholarly Project (FSP) proposes a pipeline program to increase diversity within the CRNA field by providing academic support, mentorship, and clinical exposure to students from underrepresented backgrounds. Given the shortage of anesthesia providers, especially in underserved areas, improving access to the CRNA profession for minority students is critical for enhancing patient outcomes. This FSP suggests establishing mentorship and skill development concepts through a 12-month structured program that targets minorities, first-generation college students, or those from rural backgrounds. The …

Assessing The Risk Of Low Energy Availability In Ncaa Division Iii Female Soccer Players, Emma C. Sturts

Masters Theses/Capstone Projects

Low Energy Availability (LEA) can occur when an athlete’s energy intake is insufficient to meet the physiological demands of training as well as normal physiological functions. Female soccer players may be at an increased risk of developing LEA due to the high exercise energy expenditure paired with decreased energy intake. The purpose of this study is to assess the prevalence of LEA among Division III female soccer players. Division III female soccer players (n = 11) completed the Low Energy Availability in Females Questionnaire (LEAF-Q). 45.5% (n = 5) of the participants were classified as “At Risk” for LEA. Of …

Metabolic Dysfunction And Metabolic Management In Episodic Migraine, Delora E. Denney, Michael J. Marmura

Department of Jefferson Headache Center Papers and Presentations

PURPOSE OF REVIEW: Evidence suggests a significant link between migraine and metabolic syndrome,, especially in those with chronic or refractory migraine. Weight loss and exercise may effectively prevent migraine. Here, we review the evidence behind exercise and weight loss as migraine treatments.

RECENT FINDINGS: While metabolic syndrome and pain have long had a known association, only recently have strong studies demonstrated a higher risk of developing metabolic syndrome in people with migraine. Additionally, other sequelae of metabolic syndrome, obesity, hypertension, hypercoagulability, and diabetes also interplay with migraine. New medications like GLP-1 agonists may be a potential treatment for migraine as …

Experiences Of Discrimination, Paternal Support, And Hypertensive Disorders Of Pregnancy (Hdp) In The Miehr Study, Houston, Texas, Kristina Walker Whitworth

Faculty, Staff and Students Publications

Background: Discrimination is a psychosocial stressor that, through activation of stress-response pathways, may influence risk of adverse perinatal health outcomes. However, few studies have evaluated the association between discrimination and hypertensive disorders of pregnancy (HDP), and none have explored effect modification by race or paternal support, which may buffer the adverse effects of discrimination.

Methods: We included 1,847 non-Hispanic Black and White participants from the Maternal and Infant Environmental Health Riskscape (MIEHR) study. Krieger's validated Experiences of Discrimination (EOD) scale was used to assess occurrence (yes/no) and frequency (once, 2-3, ≥ 4 times) of discrimination in nine situations. We created …

Personalized Treatment Of Chronic Tendinopathy Using Ultrasound And Neuroimmune Markers: A Narrative Review, Rohan Phadke, Samer Salman, Kirtan Patel, Jad Wardeh, Akhil Marupudi, Rahul Kumar, Arbaz A. Momin, Alireza Tavakkoli

Department of Neurosurgery Faculty Papers

Introduction: : Chronic tendinopathy affects approximately 30% of musculoskeletal consultations, yet treatment outcomes remain inconsistent despite numerous available interventions. This variability stems from the absence of validated frameworks to match individual patients to optimal treatments based on underlying pathophysiology. To synthesize current evidence on ultrasound imaging biomarkers, neuroimmune mechanisms, and interventional therapies in chronic tendinopathy, and propose a clinically applicable framework integrating ultrasound phenotyping with neuroimmune assessment to guide personalized treatment selection. Methods: A systematic literature search was conducted across PubMed, Scopus, and Web of Science through December 2025. Studies examining ultrasound/elastography imaging, neuroimmune mechanisms, or treatment interventions in chronic …

Transcranial Doppler Ultrasound Velocity Measurements In Children With Sickle Cell Disease In Kenya, Catherine Mwalimu, Oscar Odhiambo, Elaine Mashisia, Teresa Mwanja, Allan Ade, Maria De Vita, Katherine Oyieke, Pauline Samia, Fenella Kirkham, Samson Gwer

Paediatrics and Child Health, East Africa

Background Sickle cell disease (SCD) is the most common inherited haemoglobinopathy and poses a high public health burden in Sub-Saharan Africa. Children with sickle cell anaemia are at a highrisk of ischemic stroke, and transcranial Doppler (TCD) ultrasonography helps identify those at highest risk for primary stroke prevention.

Objective To determine the prevalence of abnormal cerebral blood flow velocity (CBFV) in children with SCD and describe CBFV in children without SCD.

Methods We conducted a two-component study comprising a retrospective review and a cross-sectional assessment. TCD measurements from 143 children with confirmed SCD aged 2–16 years were reviewed. In a …

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 …

Fetal Vascular Malperfusion And Other Placental Lesions In Relation To Maternal Sars-Cov-2 Exposure: A Case–Control Study, Irene Mwandoto, Marleen Temmerman, Ingrid Gichere, Patricia Okiro

Pathology, East Africa

Background:

The morphologic characteristics of placentas associated with coronavirus disease-19 (COVID-19) have been described but with varying findings. Studies conducted at the onset of the pandemic reported frequency of Fetal Vascular Malperfusion (FVM), an umbrella term that describes occlusive vasculopathies that affect fetal circulation and their associated sequelae. Morphologic manifestations include thrombosis, avascular villi and vascular stromal karyorrhexis. Associated outcomes include fetal growth restriction, thromboembolic events such as neonatal stroke and fetal demise. Placental lesions associated with a severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) infection present a unique picture in histology, especially in the attempt to decipher the …

Global Perspectives On Central Nervous System Drug Innovation: Achievements, Barriers, And Priorities For The Next Decade, Hiroyuki Uchida, Gabriella Gobbi, Joseph Zohar, Allan Young, Dan Rujescu, Ming-Chyi Huang, Suresh Sundram, Lukoye Atwoli, Jana Vukovic, Kazutaka Ikeda

Internal Medicine, East Africa

Background Over the past decade, neuropsychopharmacology has shifted from stagnation to momentum, with first-in-class mechanisms and biomarker-enabled trials spanning psychiatry and neurology.

Methods We narratively synthesized advances from 2013 to 2026 across central nervous system (CNS) discovery and development, including pivotal trials, regulatory actions, digital/real-world evidence, genetics, artificial intelligence (AI), and implementation/global-access themes that are endorsed by international societies.

Results Therapeutic gains include rapid-acting drugs for treatment-resistant depression (intranasal esketamine); psychedelic-assisted therapy for posttraumatic stress disorder and depression; neuroactive steroid γ-aminobutyric acid-A receptor positive allosteric modulators (brexanolone, zuranolone) for postpartum depression; non-dopaminergic muscarinic agonists (xanomeline–trospium) for schizophrenia; orexin receptor antagonists …

Transitioning To Adolescent And Young Adult Or Adult Cancer Survivorship Care: A Systematic Review Of Contemporary Guidelines And Trials, Darren Haywood, Hammersley, Ursula Sansom-Daly, Jordana Mcloone, Evan Dauer, Helen Wilding, Nicolas H. Hart, Thomas Walwyn

Research outputs 2022 to 2026

Background: Health service transitions of child, adolescent, and young adult cancer survivors between paediatric and adult cancer care services are pervasively fragmented, resulting in poor coordination, reduced satisfaction, and adverse outcomes for cancer survivors and significant others (e.g., caregivers and family members). Numerous trials and clinical guidelines have been developed to support care transitions, but their convergence, divergence, and methodological quality remain unclear. To advance clinical practice and quality research about care transitions, a synthesis of trials and guidelines on child, adolescent, and young adult care transition across age-appropriate cancer services is required to inform future research, practice, guideline, and …

Co-Location Of Substance Use Disorder Treatment And Hospital Emergency Departments, Leila Hasan

Honors College Theses

Patients with substance use disorder (SUD) rely heavily on the hospital emergency department (ED) for acute care and are often discharged from the ED without access to long-term recovery resources. This project explores the impact of co-located addiction treatment programs with hospital EDs on recovery outcomes of patients with SUD. A systematic literature review conducted on relevant studies indicates that co-located programs can be effective in increasing treatment initiation and maintenance, reducing ED revisits, and reducing repeated overdose in SUD patients. Programs that were most effective included three key elements: fast linkage of SUD patients to program staff in the …

Understanding Delays In Emergency Department Care: A National Analysis Of Wait Times, Gregory Forsberg

Mathematics, Statistics, and Computer Science Honors Projects

Emergency department (ED) wait times remain a persistent bottleneck in the United States healthcare system, impacting patient outcomes, hospital efficiency, and equitable access to care. This study analyzes nationally representative data from the National Hospital Ambulatory Medical Care Survey (NHAMCS), a complex, multi-stage probability sample. Using survey-weighted analyses and predictive modeling, we examine the effects of patient characteristics, triage acuity, and visit timing. Results indicate that operational and system-level factors, including hospital capacity, geographic region, and temporal variation, are among the most influential predictors of ED wait times

Evaluating Spect Neuroimaging In Psychiatric Diagnosis: A Critical Review And Proposed Randomized Controlled Study, Kiley Carter

Senior Honors Theses

Mental illness affects a substantial proportion of adults in the United States, yet psychiatric diagnosis remains subject to diagnostic variability. Single-photon emission computed tomography (SPECT) is a neuroimaging technique that measures cerebral blood flow and has been proposed as an adjunctive tool for psychiatric evaluation. Existing literature reports group-level perfusion patterns associated with certain psychiatric conditions, suggesting potential utility in diagnosing complex or treatment-resistant cases. However, critics of SPECT emphasize the absence of randomized controlled data demonstrating improved patient outcomes. To address this gap, a prospective randomized controlled trial comparing standard psychiatric care with SPECT-guided evaluation is proposed. The proposed …

Navigating The Nicu Without Words: A Case Study Of A Spanish-Speaking Mother’S Healthcare Experience, Emma Norris

Poster Presentations

Research on NICU experiences largely focuses on majority-language families; non-English-speaking families are understudied (Cleveland, 2008). The Family Integrated Care model promotes parent-infant connection and shared decision-making to improve outcomes (Wreesmann et al., 2020). Language barriers impede parent-provider communication, increasing miscommunication and parental anxiety (Kynoe et al., 2020; Ardal et al., 2011). The purpose of this research is to explore communication experiences and barriers between English-speaking and bilingual NICU nurses and a Spanish-speaking NICU mother.

A Systematic Review And Meta-Analysis On The Levels Of Supportive Care Needs In Adults With Cancer, Caroline B. Silveira, Rech, Maria Petropoulou, Pietro S. Rössler, Francine F. De Souza, Helena B. Böhmer, Amanda L. Giacomet, Richard Alejandro B. De Barros, Lucélia De C. De Barros, Vagner R.Z.B. Pereira, Nanci Da S.T. Junqueira, Pedro Lopez

Research outputs 2022 to 2026

Objective: To estimate the levels of supportive care needs among adults with cancer using the Supportive Care Needs Survey–Short Form 34 (SCNS-SF34) and to examine demographic, clinical, and treatment-related determinants. Methods: A systematic review and meta-analysis was conducted (CRD42024604977). Studies reporting SCNS-SF34 scores in adults with cancer were included. Searches were performed across six different databases (November 2024; updated August 2025). Random-effects meta-analyses were undertaken to estimate the pooled mean scores across the five SCNS-SF34 domains and total score. Subgroup and meta-regression analyses explored potential determinants. Results: Ninety-five studies (n = 32,493) were analysed. The unmet needs observed tended to …

Diacylglycerol Kinase Eta As A Novel Target In Nras Mutant Melanoma, Haley P. Wilson, Casey D. Stefanski, Signe Caksa, Glenn L. Mersky, Scott D. Varney, Jelan I. Haj, Dan A. Erkes, Timothy J. Purwin, Vivian Chua, Andrew E. Aplin

Research outputs 2022 to 2026

NRAS mutations occur in 10%–30% of cutaneous melanomas and are associated with high tumor mutational burden. Mutant NRAS signaling drives aberrant cell growth and proliferation, in part, through activation of the RAF–MEK-ERK1/2 kinase pathway; however, targeted therapies to this pathway have limited effectiveness in patients with NRAS mutant melanoma. The role of other targetable signaling pathways in NRAS mutant melanoma is poorly characterized. Here, we demonstrated that one isoform of diacylglycerol kinase, diacylglycerol kinase eta (DGKη), a lipid signaling regulator, was highly expressed in NRAS mutant melanoma patient samples. Knockdown of DGKH in NRAS mutant melanoma cell lines resulted in …

Seeing Skin, Seeking Evidence: Lessons From A Dermatology Internship, Isabella Floyd

Health, Human Performance and Recreation Undergraduate Honors Theses

Background: Indoor tanning exposes individuals to artificial ultraviolet (UV) radiation through devices such as tanning beds and sunlamps, increasing the risk of skin damage and malignancy. Prior research suggests associations between indoor tanning and melanoma, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC), with potential variation based on age of initiation and cumulative exposure.

Purpose: The purpose of this literature review was to examine the association between indoor tanning and skin cancer risk, with a focus on age at first exposure, frequency, and duration of tanning bed use across melanoma, BCC, and SCC outcomes.

Methodology: A structured literature review …

Agnikarma Therapy In Management Of Plantar Fasciitis (Vatakantaka): A Systematic Review Of Ayurvedic Case Reports, Karishma Sebastian, Nidhin John, Amanda Killeen

School of Podiatric Medicine - Student Research

Plantar fasciitis is a leading cause of heel pain, commonly affecting adults aged 40–60, characterized by microtears and inflammation of the plantar fascia.

Conventional treatments (NSAIDs, corticosteroids, orthotics, surgery) often provide incomplete relief or cause adverse effects.

In Ayurveda, plantar fasciitis corresponds to Vatakantaka, a Vata-dominant condition of the heel region (Khudukapradesha).

Agnikarma, a para-surgical Ayurvedic technique involving therapeutic thermal cauterization using heated metallic rods (Shalaka), is described for disorders involving ligaments, bones, and joints with chronic pain and stiffness.

This review synthesizes clinical case reports evaluating Agnikarma as a treatment for plantar fasciitis to determine its efficacy, safety, and …

Promises, Pitfalls, And Paths Forward For The Pediatric Research Equity Act., Alexa L. Pagano, Danielle J. Green, Jennifer Goldman, Anjali Deshmukh

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Since its enactment in 2003, the Pediatric Research Equity Act (PREA) has significantly increased the number of pediatric drug studies performed and expanded pediatric drug labeling. Despite these advancements, many drugs used in children still lack pediatric-specific US Food and Drug Administration (FDA) labeling, even when pediatric studies are required by law. Recent legislative changes strengthened the FDA's enforcement authority over PREA. As these changes are implemented, persistent gaps in pediatric drug development warrant examination. Addressing these gaps may help ensure that children are systematically included in clinical research and that medications used in children are supported by rigorous …

Convergence And Divergence Of Opinion About Treatment Of Binocular Vision Disorders Among Vision Care Professionals, Sonia Young

Dissertations

There are three distinct professions prominent in the field of pediatric vision care. They are ophthalmology, optometry and orthoptics. All professions are integral to the detection and treatment of pediatric binocular vision disorders. However, distinct schools of thought exist to describe the best approach to pediatric binocular vision disorders and their treatments. Literature often highlights two opposing schools of thought represented by the “medical” and “behavioral” approaches. While there is academic debate about the merits and pitfalls of either approach, there is a paucity of nuanced perspectives which more closely resemble the ways in which pediatric ocular clinicians approach diagnosis …

Evaluation Of The Effectiveness Of Antihypertensive Therapy Chosen Through Maternal Hemodynamic Profile Analysis, Margaret Weimer

Honors Theses

Medication choice is tightly regulated in most situations, but in the field of obstetric medicine, the American College of Obstetricians and Gynecologists (ACOG) recommends both labetalol and nifedipine as oral treatments for emergent hypertension, with no preference shown between the two. Studies have suggested that consideration of hemodynamic profile may be an effective way to determine medication, but have not considered the Rule of 55, a simple calculation to predict hemodynamic profile. The goals of this study were to determine whether tailoring the oral hypertensive medication to a patient’s hemodynamic profile is associated with better blood pressure control within 72 …

Novel Biomarker Discovery In Multiple Sclerosis, Manisha Gangasani

Honors Theses

Multiple Sclerosis (MS) is a chronic neuroinflammatory disorder affecting the brain, spinal cord, and optic nerve. Patients experience cognitive, motor, autonomic, and emotional symptoms that often overlap with other neurological conditions, making early diagnosis challenging. Current diagnostic criteria require evidence of lesions with dissemination in time and space. Racial disparities in MS outcomes are well documented, with Black individuals often exhibiting greater disease severity, higher relapse rates, and increased disability compared to White individuals. These differences likely reflect a combination of genetic, biological, environmental, and healthcare access factors, underscoring the need to improve early diagnosis and reduce inequities in care. …

Global Perspectives On Cns Drug Innovation: Achievements, Barriers, And Priorities For The Next Decade, Hiroyuk Uchida, Gabriella Gobbi, Joseph Zohar, Allan Young, Dan Rujescu, Ming-Chyi Huang, Suresh Sundram, Lukoye Atwoli, Jana Vukovic, Kazutaka Ikeda

Internal Medicine, East Africa

Background Over the past decade, neuropsychopharmacology has shifted from stagnation to momentum, with first-in-class mechanisms and biomarker-enabled trials spanning psychiatry and neurology.

Methods We narratively synthesized advances from 2013 to 2026 across central nervous system (CNS) discovery and development, including pivotal trials, regulatory actions, digital/real-world evidence, genetics, artificial intelligence (AI), and implementation/global-access themes that are endorsed by international societies.

Results Therapeutic gains include rapid-acting drugs for treatment-resistant depression (intranasal esketamine); psychedelic-assisted therapy for posttraumatic stress disorder and depression; neuroactive steroid γ-aminobutyric acid-A receptor positive allosteric modulators (brexanolone, zuranolone) for postpartum depression; non-dopaminergic muscarinic agonists (xanomeline–trospium) for schizophrenia; orexin receptor antagonists …

Beyond The Cycle: How Menstruation Influences Gender Identity And Well-Being In Binary And Non-Binary Adults, Rin Nguyen

College of Education and Human Sciences: Dissertations, Theses, and Student Research

Approximately 1.8 billion people worldwide menstruate, including transgender and gender-diverse (TGD) people, yet their experiences remain underrepresented in research. Given that menstruation can affect gender alignment and psychological well-being, understanding its impact on TGD people is critical. Gender congruence, or alignment between one’s gender identity and expression, is a key factor influencing well-being, with research linking it to reduced depression and anxiety. Furthermore, emerging research on gender euphoria, the joy experienced when gender congruence is experienced, suggests it may serve as a protective factor for mental health and well-being. Gender euphoria has been associated with reduced psychological distress and increased …

Clinical Pathway For Rhogam Administration In The Emergency Department, Lauren Kyzar, Amy Bigham

Appalachian Student Healthcare Research Review

Background: Clinical pathways in emergency departments (ED) are designed to standardize patient care and reduce variability in clinical practice. In a rural hospital setting, the ED management of RhoGAM administration in pregnant patients with vaginal bleeding varied by provider with no standard of care achieved. This approach raised concerns about potential patient safety issues.

Methods: In response, the local emergency department medical director, in conjunction with local perinatal providers developed a clinical pathway to standardize care and optimize RhoGAM administration. The clinical pathway was implemented to the local ED providers over a three-month period. Retrospective chart review for Type and …

A Meta-Analysis Of Endometrial Cancer Metabolites As Potential Non-Invasive Biomarkers, Makenna K. Johnson

Honors Theses

Endometrial Cancer (EC) is the most prevalent gynecological cancer in the United States and causes tens of thousands of deaths. Despite its massive negative impact in developed countries, there currently is no reliable screening tool used to diagnose women. Due to this urgent need for minimally invasive and precise techniques to diagnose this malignancy, the metabolomics field has been at the forefront of current research. An untargeted mass-spectrometry approach is used by many researchers to form an initial hypothesis as to which metabolites are key in identifying EC cases. However, there are sometimes inconsistencies between studies. A meta-analysis approach examines …

Preclinical Animal Modeling To Investigate Redox-Mediated Molecular Dysfunction In Traumatic Brain Injury, Brandon Z. Mcdonald

Department of Agricultural and Biological Systems Engineering: Dissertations, Theses, and Student Research

Impacts associated with traumatic brain injury (TBI) induce a multitude of neurological morbidities mediated by a spread of biochemical dysfunction. Redox stress is a significant contributor to TBI pathophysiology and several redox stress markers have substantial evidence to support their role in diagnosing preclinical and clinical TBI. However, there is a critical need to verify their translational utility through correlations with behavioral, imaging, and molecular modalities. In chapter two, we examined the therapeutic efficacy of an antioxidant treatment (NPC3) using a controlled cortical impact (CCI) mouse model of TBI. NPC3 alleviated glial expression and reactivity while influencing the expression of …

The Camus Initiative: A Multiphase, Multicentre International Collaboration To Redefine Risk Stratification, Reporting, And Grading Of Surgical Complications In Urology., Christopher Soliman, Niranjan J. Sathianathen, Niall M. Corcoran, Nathan Lawrentschuk, Patrick Y. Wuethrich, Marc A. Furrer, Paul Chung, Camus Study Group Collaborators

Department of Neurology Faculty Papers

Surgical complications remain a major source of preventable morbidity, mortality, and health care expenditure, but existing frameworks such as the Clavien-Dindo classification and Comprehensive Complication Index are clinician-centred and intervention-focused and fail to capture cumulative patient-centred outcomes. This protocol outlines the Complications After Major and Minor Urological Surgery (CAMUS) initiative, a global, multiphase effort to redefine complication reporting, risk stratification, and outcome measurement in urological surgery. CAMUS aims to address these limitations via an integrated, seven-arm programme combining retrospective and prospective data analysis, consensus development, and digital infrastructure design. Arm 1 has assembled a retrospective data set of 130 034 …