Digital Commons Network^™

Using Randomization To Compare Ai And Expert-Generated Formative Assessment Questions In Medical Education, Akshat Kumar, Katie Stinson, Litao Wang, Elizabeth Nugent, Yongsu Lee, Mark Hormann, Latanya Jones Love, Toufeeq Ahmed Syed

Faculty, Staff and Student Publications

Background: AI-generated content is being used across the education spectrum and is beneficial for creating complex multiple-choice questions, such as those used in medical education. However, evaluating AI-generated content is challenging, and existing testing and evaluation methods are falling short. This study uses randomization to compare medical students' performance on and subjective evaluation of AI versus expert-generated questions. We hypothesized that there would be no difference in student performance or subjective evaluation of AI vs expert-generated questions.

Methods: We designed a single-center, randomized study where medical student participants received either one AI- or expert-generated question per day over four weeks. …

When Probiotics Guidelines Differ: A Practical Guide For Clinicians And Researchers, Geoffrey A Preidis, Hania Szajewska, Marla Cunningham, Howard Bauchner, Daniel J Merenstein

Faculty, Staff and Students Publications

Many professional organizations publish clinical practice guidelines for the use of probiotics in gastrointestinal disorders. Generally, no two guidelines align perfectly, and some differ markedly. These discrepancies occur because clinical practice guidelines are not purely mechanical outputs of data synthesis. They are shaped by structured interpretation, value judgments, and predefined thresholds for uncertainty. These elements become particularly visible when effect sizes are small, heterogeneity is high, and outcomes vary in clinical relevance-as is the case with probiotic research. This article examines why discordance among probiotic guidelines is predictable and provides practical guidance for clinicians who must decide among conflicting recommendations …

Limosilactobacillus Reuteri Promotes Melatonin Release From Human Intestinal Organoids Via 5′Ectonucleotidase Activity, Micah D Forshee, Erika J Nachman, Esha R Shenoy, Heather A Danhof, Ludwig Ermann Lundberg, Stefan Roos, Robert A Britton

Faculty, Staff and Students Publications

Strains of Limosilactobacillus reuteri have been used to prevent or treat various conditions; however, the mechanisms by which they exert beneficial effects are not completely understood. Infant colic is one example in which L. reuteri DSM 17938 reduces clinical symptoms. While the etiology of colic is unknown, abnormal melatonin levels in infants have been suggested as a possible contributor. L. reuteri DSM 17938 has been shown to produce adenosine from AMP via production of the extracellular enzyme 5′ectonucleotidase (5′NT). Adenosine is a potent signaling molecule that impacts several important aspects of host physiology, including the release of melatonin from the …

Is Your Cyst Really A Ganglion Cyst? A Case Report Of Angioleiomyoma Mimicking A Plantar Fascia Cystic Lesion, Christopher Anjorin Ms Dpmc, Joseph Bender Dpm

School of Podiatric Medicine - Student Research

Ganglion cysts are among the most common benign soft tissue masses encountered in podiatric clinical practice, and their diagnosis is often presumed based on location, clinical observation, and transillumination. However, this case highlights a diagnostic idiosyncrasy: a lesion clinically presumed to be a ganglion cyst within the plantar fascia was ultimately identified as an angioleiomyoma following surgical excision and histopathological evaluation. This finding underscores the importance of maintaining a broad differential diagnosis when assessing cystic lesions, particularly those that transilluminate, as benign vascular tumors may closely mimic more common entities in both clinical presentation and imaging. More importantly, what if …

In-Hospital Mortality Patterns And Readmissions In Patients With Chronic Obstructive Pulmonary Disease: An Analysis Of The Role Of Pulmonary Hypertension, Saad Afzal Khan, Trishna Parikh, Adishwar Rao, Akriti Agrawal, Aarohi Parikh, Farah Kazzaz, Sarah Shin, Harry Karmouty-Quintana, Maulin Patel, Kha Dinh, Bela Patel, Bindu Akkanti

Faculty, Staff and Student Publications

Chronic obstructive pulmonary disease (COPD) may be complicated by pulmonary hypertension (PH). We aimed to understand the impact of PH on in-hospital mortality and quantify the 30-day readmission rate among patients with COPD. For this cross-sectional study, we used the Nationwide Readmissions Database from 2017-2020 to identify adults ≥18 years with COPD. Patients were stratified according to PH diagnosis. Baseline characteristics between groups were compared using the Pearson chi-square test and two-sample t-test. Predictors of in-hospital mortality were determined using multivariate logistic regression analysis adjusted for demographics and confounders. The 30-day readmission rate and prevalence of PH subgroups by baseline …

Ambulatory Blood Pressure Variability In Prediction Of Target Organ Injury: The Ship Ahoy Study, Coral D Hanevold, Jang Dong Seo, Stephen R Daniels, Bonita E Falkner, Michael A Ferguson, Joseph T Flynn, Julie R Ingelfinger, Philip R Khoury, Marc B Lande, Kevin E Meyers, Mark Mitsnefes, Joshua Samuels, Elaine M Urbina

Faculty, Staff and Student Publications

Background: Ambulatory hypertension is associated with elevated left ventricular mass index (LVMI), cardiac dysfunction, and increased arterial stiffness in adolescents. Whether the addition of measures of BP variability improves the prediction of subclinical cardiovascular target organ damage (TOD) over mean BP measures is not known.

Methods: We assessed clinic and ambulatory BP (ABP), anthropometrics, and TOD in 397 adolescents. ABP means standard deviation (SD), BP, and heart rate (HR) dipping were calculated; coefficients of variability (CV) were calculated (SD/mean) to assess ABP variabilities. Measures of TOD included LVMI, left ventricular hypertrophy (LVH), LV systolic shortening, LV diastolic function (e'/a'), and …

The Relationship Between Dietary Sodium Intake And Cognitive Function: A Narrative Review, Samantha L. Gardener, M. Fu, L. Morini, T. Schwartzkopff, G. Savage, R. N. Martins, S. R. Rainey-Smith

Research outputs 2022 to 2026

Purpose of Review: This narrative review provides discussion on current evidence regarding the relationship between sodium intake and cognitive function in animal and human studies, as well as potential mechanisms underlying this relationship. Recent Findings: Recent evidence suggests high sodium intake is associated with development of cognitive impairment and neural dysfunction. Additionally, studies have proposed that high sodium intake is associated with increased aggregation of Aβ-amyloid and that hypertension (for which high sodium intake is a risk factor) modulates the relationship between Aβ-amyloid and development of cognitive impairment and Alzheimer’s disease. However, while animal studies demonstrate a consistent relationship between …

Discriminative Performance Of Externally Validated Dementia Risk Prediction Models: A Systematic Review And Meta-Analysis, Blossom C.M. Stephan, Jacob Brain, Kaarin J. Anstey, Tanya Buchanan, Claire V. Burley, Elissa Burton, Jennifer Dunne, Linda Errington, Matthew Gorringe, Zhongyang Guan, Bronwyn Myers, Serena Sabatini, Marc Sim, William Stephan, Eugene Yee Hing Tang, Narelle Warren, Mario Siervo

Research outputs 2022 to 2026

Background: Data on the external validation of current dementia risk prediction models has not yet been systematically synthesised. This systematic review and meta-analysis collated results from three previous reviews to evaluate the predictive discriminative performance of dementia risk models when validated in population-based settings. Methods: Embase (via Ovid), Medline (via Ovid), Scopus, and Web of Science were searched from inception to June 2022 with an updated search conducted up to November 2024. Included studies (1) had a population-based cohort design; (2) assessed incident late-life (i.e. ≥ 60 years) dementia; and (3) reported predictive performance of at least one dementia risk …

A Genomic Approach For Accurate Identification Of Closely Related Species With Next-Generation Sequencing Samples, Nour Al Dain Marzouka, Amira Al-Aamri, Fatima Alshamsi, Mariam Khalili, Sarah El Hajj Chehadeh, Meera S. Mohamed, Yassir Mohammed Eltahir, Rafeek Koliyan, Mohamed Moustafa Abdelhalim, Assem Attia, Mira Mousa, Guan Tay, Habiba Alsafar

Research outputs 2022 to 2026

Accurate species identification from Whole Genome Sequencing (WGS) data remains challenging, particularly for closely related species such as sheep (Ovis aries) and goats (Capra hircus). Through analysis of mapping quality metrics and Kraken2 taxonomic classification of 40 WGS sheep and goat samples, we demonstrate that conventional approaches yield ambiguous results, with overlapping alignment rates and inconclusive taxonomic assignments. We present a robust comparative genomic approach that uses species-specific genomic regions to distinguish these species in WGS samples. We define species-specific regions as those exhibiting distinctive coverage patterns: average coverage when samples are aligned to their matching reference genome but absent/low …

Genetic Drivers Of Progression In Alzheimer’S Disease Are Distinct From Disease Risk, Celeste E. Cohen, Shane Fernandez, Umran Yaman, Ahmad R. Ehyaei, Eleftheria Kodosaki, Aydan Askarova, Tenielle Porter, Eleanor O’Brien, Paul Maruff, Alexi Nott, John A. Hardy, Simon M. Laws, Dervis A. Salih, Maryam Shoai

Research outputs 2022 to 2026

Background: Recent trials in Alzheimer’s disease (AD) demonstrate encouraging outcomes. These trials target risk mechanisms identified through genetic analysis whilst directly aiming to reduce progression rates. Evidence from other neurodegenerative diseases suggests the genetics of progression is distinct from risk of disease. To expand these initial successes and improve clinical outcomes further we need to understand genetics of progression of disease. These can be deduced through rigorous analysis of meticulously phenotyped longitudinal cohorts. In this study we first looked at known genetic drivers of risk, namely polygenic risk scores for AD and APOE‑ε4, to assess their role in progression. This …

Dose-Dependent Pharmacodynamic Interaction Between Fasudil, A Rho Kinase Inhibitor, And Doxorubicin In The Mcf-7 Breast Cancer Cell Line, Ahmed B. Abdulwahid, Shaymaa F. Abbas, Dhuha E. Omran, Nehaya M. Al-Aubody, Sara A. Yaseen

Maaen Journal for Medical Sciences

Background: It is necessary to seek combination therapy that uses non-traditional cytotoxic drugs to mitigate the side effects of doxorubicin. Recently, Rho-associated protein kinase (ROCK) inhibitors have exhibited promising antitumor activity in both experimental and clinical studies

Aim: This study aimed to characterize the pharmacodynamic interaction between fasudil, a ROCK inhibitor, and doxorubicin in MCF-7 breast cancer cells by evaluating their cytotoxic effects and quantifying drug interactions using the Chou–Talalay principle.

Methods: Doxorubicin, fasudil, and their combined fractions were evaluated to investigate their cytotoxic impact on the MCF-7 cell line using the MTT  method. The cells were treated with …

Implementation Of A Preventative Screen To Detect Heartworm Disease In Local Mosquito Populations, Ava Hurley, Emma Weissmeier, Lucy Corten, Jayden Ockert, Jackson Greenwold-Claiborne, Addison Levitz, Carson Mickey, Alexandra Bonner, Paul E. Richardson

Journal of the South Carolina Academy of Science

Heartworm disease, caused by the parasite Dirofilaria immitis, affects thousands of mammalian pets across the nation annually and is increasingly spreading. Various mammalian pets including dogs, cats, ferrets, and horses are affected by the disease, and currently dogs are the only mammalian pets with an approved treatment. This study aims to implement a preventative approach to combating the disease by utilizing a PCR-based screen to detect D. immitis in mosquito populations. Five key objectives were established in this study: refine a preventative screen to detect heartworm DNA in mosquitoes, implement the preventative screen through partnerships with local animal shelters, …

Development Of Genomic Detection Techniques Of Aquatic Pathogens To Aid In Disaster Relief After Hurricanes, Ana Rose Johnson-Redmon, Abigail F. Turka, Rylie Masterson, Paul E. Richardson

Journal of the South Carolina Academy of Science

Extreme weather events such as hurricanes, tropical storms, and flooding can introduce microbial contaminants into freshwater systems through stormwater runoff, animal waste, and damaged or overwhelmed wastewater infrastructure. Rapid detection of waterborne pathogens is important for environmental monitoring and public health response, especially in coastal regions vulnerable to hurricane-related flooding. This study developed and refined a polymerase chain reaction (PCR)-based environmental DNA detection technique to identify aquatic pathogens in freshwater systems. Water samples were collected from four freshwater sites, including three man-made ponds and one drainage ditch, during the Fall 2025 and Spring 2026 semesters. Target organisms include Giardia, Cyclospora, …

Investigating The Prevalence Of Human Papilloma Virus In A College-Aged Sample Group And Its Link To Sexual Behaviors And Attitudes, Gabriela Lewczyk, Eva Pollak, Phoebe Stryker, Samantha Hickey, Emily Moyer, Katelyn Ambrose, Alexander Knight, Rahjai Thomas, Adriana Burk, Paul E. Richardson

Journal of the South Carolina Academy of Science

Human Papilloma Virus (HPV) is the most common sexually transmitted infection (STI) in the United States, infecting up to 75% of sexually active individuals, with a prevalence rising significantly around age nineteen for oral and genital infections. Because the virus infects epithelial cells and is transmitted primarily through skin-to-skin contact, it is found mainly in the cervix, oral cavity, and on/within ones’ skin. While most of the 200+ HPV subtypes are benign and tend to self-clear within six months to two years, twelve of these strains are classified as high-risk oncogenic strains that drive malignant progression. Furthermore, HPV is linked …

Development Of A Molecular Screen For Community-Based Hookworm Detection, Emma Weissmeier, Ava Hurley, Jackson Greenwold-Claiborne, Morgan Deeringer, Paul E. Richardson

Journal of the South Carolina Academy of Science

Hookworm disease, caused by Ancylostoma duodenale and Necator americanus, is a soil-transmitted infection affecting over 700 million people worldwide. Transmission occurs through direct skin contact with contaminated soil, leading to health consequences including iron-deficiency anemia, malnutrition, and long-term developmental impacts. The CCU Disease Hunters program developed a PCR-based environmental screen to detect hookworm DNA in soil samples before transmission reaches human or animal hosts. Initiated in response to a request from All 4 Paws Animal Rescue, this project established protocols for soil collection, DNA extraction, and molecular identification of hookworm using the cytochrome c oxidase (COI) and cytochrome b (COB) …

Pharmacovigilance As An Act Of Awareness And Mindfulness, Mahima Silas, Hale Z. Toklu

HCA Healthcare Journal of Medicine

The term “pharmacovigilance” defines the activities related to the collection, detection, assessment, monitoring, and prevention of adverse reactions due to pharmaceuticals. While it is often framed as a technical and regulatory discipline, it can also be understood through a more reflective lens as a form of mindfulness practice. At its core, pharmacovigilance requires a way of thinking that closely mirrors mindfulness, including sustained attention, openness to uncertainty, and deep awareness of human experience. Viewing pharmacovigilance in this way reframes it not just as a safety mechanism, but as a thoughtful, patient-centered approach to medicine.

Dengue: A Global And Emerging Health Challenge, Christopher Artigas

Lynchburg Journal of Medical Science

Dengue virus, a rapidly expanding tropical arbovirus with four distinct serotypes, poses a growing global public health threat—particularly in regions where healthcare systems are ill-equipped to diagnose, treat, and manage its severe manifestations. Transmitted primarily by Aedes mosquitoes, dengue typically manifests as an acute febrile illness characterized by severe myalgias ("bone-breaking fever"), arthralgias, gastrointestinal distress, and hemorrhagic tendencies. In severe cases, the infection can progress to life-threatening dengue hemorrhagic fever (DHF) or dengue shock syndrome (DSS). Because definitive antiviral therapeutics remain in development, supportive clinical care, with a critical focus on timely intravenous fluid resuscitation, is the cornerstone of management. …

Microbiome-Modulating Dietary Interventions For The Treatment Of Insulin Resistance In Polyendocrine Metabolic Ovarian Syndrome (Pmos), Ashley Davis

Lynchburg Journal of Medical Science

No abstract provided.

Contraception Or Complication: A Review Of Depo-Provera’S Pharmacology And Public Health Implication, Phylicia Carpenter

Best Integrated Writing

This review article explores the link between progestogens and meningioma risk and outlines the biological mechanisms that may contribute to tumorigenesis. Two progestogens are emphasized through the paper: cyproterone acetate and medroxyprogesterone acetate (Depo-Provera). An important French study examining the relationship between progestogens use and meningioma risk is discussed, along with the health risks associated with long-term use. Additionally, this review advocates for increased routine prescriber-patient consultations and stronger drug regulation to educate and protect patients, particularly those experiencing socioeconomic disadvantages. It is important to note that the FDA recently updated the label for injectable medroxyprogesterone acetate in December 2025 …

Best Integrated Writing Fall 2026 - Complete Edition, Wright State University School Of Humanities And Cultural Studies, Kristie Mckiernan

Best Integrated Writing

Best Integrated Writing includes excellent student writing from Integrated Writing courses taught at Wright State University.

Murine Typhus In Georgia: Historical Context And A Probable Case Of Resurgence Where Previously-Thought Eradicated, Giovanni Mella-Velazquez, Christopher He, Bolanle Akinsola, Judson Miller

Journal of the Georgia Public Health Association

Background: Murine typhus, caused by Rickettsia typhi, is a flea-borne illness historically endemic to the southeastern United States, with initial cases reported in Atlanta, Georgia in 1913. Following vector control efforts, incidence declined significantly, and the disease was removed from the nationally notifiable disease list in 1987. While recent cases have been reported in select regions, murine typhus has not been documented in Georgia for decades. We present a pediatric case in Atlanta that may represent the first reported instance in nearly 40 years, suggesting possible reemergence in the Southeast.

Methods: We conducted a case report analysis of a pediatric …

Physician-Assisted Suicide And Euthanasia: A Discussion, Adam Omelianchuk Phd, Ma, Clinical Ethicist,

History of Medicine Seminar

No abstract provided.

The Lateral Recovery Position In Medical Vs Dental Emergencies, John Regis, Steven Saxe, Jason Ciccotelli, Saskia Richter, Jessica Immonen

The Journal of Integrative Physiology

The lateral recovery position is widely used in prehospital and clinical settings to help maintain airway patency in unconscious patients who are breathing spontaneously. Tracheal anatomy and asymmetries in respiratory structures, along with gravitational effects on soft tissues, may influence the efficacy and safety of this positioning. Clinical nuances related to the setting and secondary health concerns interestingly create disagreement on preferred side for lateral placement. This article explores the anatomical and physiological considerations that support the lateral recovery position—focusing on tracheal asymmetry and its implications for airway patency—along with emergency medical practices in medical versus dental emergencies. It also …

Ribosomal Biogenesis In Acute Myeloid Leukemia: A Less-Attended Process With Profound Implications For Oncogenesis And Therapeutic Vulnerability, Muhammad-Redha Abdullah-Zawawi, Nadiah Abu, Nurul Syakima Ab Mutalib, Farah Azima Abdul Muttlib, Hafiza Alauddin

Saudi Medical Journal

No abstract provided.

Drooling In Children With Cerebral Palsy: A Retrospective Observational Study Of Clinical Characteristics, Severity, And Treatment, Kamel Awadh Alenazi, Lama Dakhakhni, Nancy Hassan, Wejdan Almuhraj

Saudi Medical Journal

Objectives: To report the characteristics, severity, and treatment of drooling in cerebral palsy (CP) children.
Methods: This retrospective observational study included CP children with active complaints of drooling from the Drooling Clinic, Sultan Bin Abdulaziz Humanitarian City (Riyadh, Saudi Arabia). Drooling severity was assessed via the Modified Drooling Questionnaire (MDQ). The functional motor and manual ability levels were classified via the Gross Motor Function Classification System (GMFCS) and Manual Ability Classification System (MACS).
Results: In total, 122 patients were identified. Mean age was 6.28 ± 2.71 years, and 67/122 (54.9%) were boys. Gastroesophageal reflux disease was noted in 23/122 (18.9%). …

Sinonasal Inverted Papilloma: Demographics, Recurrence Predictors, And Surgical Outcomes — A 10-Year Retrospective Review At A Tertiary Center In Saudi Arabia, Ali J. Asiry, Majed A. Alali, Nasir A. Magboul, Salem A. Alrasheed, Ibraheem M. Alkanhal, Mohammed A. Alabduljabbar, Raid H. Almadi, Abdullah S. Aldughaither, Faisal S. Alfawaz, Ali Majrashi, Saud Alromaih, Ghassan Alokby, Tamadar Al Doheyan

Saudi Medical Journal

Objectives: To characterize the demographic, clinical, and radiological profile of patients with sinonasal inverted papilloma (IP) managed at a tertiary center in Saudi Arabia, to determine recurrence rates in primary versus revision cases, and to identify factors associated with recurrence.
Methods: This retrospective observational study included 59 adult patients with histopathologically confirmed sinonasal inverted papilloma (IP). Demographic, clinical, radiological, and surgical data were extracted from medical records. Tumors were staged using the Krouse system. Patients were stratified into primary or revision cases, and associations with recurrence were evaluated.
Results: Most patients were men (72.9%) and older than 45 (79.7%) years …

Incidence Rate And Factors Predicting The Recurrent Cerebral Ischemic Events After The First-Ever Ischemic Stroke: A Single-Center Exploratory Study From The Eastern Region Of Saudi Arabia, Azra Zafar, Mustafa Al-Qarni

Saudi Medical Journal

Objective: First-ever ischemic stroke (FIS) patients carry a higher risk of recurrent ischemic strokes (RIS). This study reports the incidence rate and describes the factors predicting recurrences in FIS patients.
Methods: This retrospective study, enrolling patients with FIS, was carried out at the King Fahd Hospital. Association between different variables and RIS was determined by estimating the 95% confidence intervals (95% CI) and odds ratio (OR).
Results: The majority of patients were Saudi (74.1%) and male (72.9%). Over a 5-year follow-up study, the incidence rate was 26.1% (95% confidence interval [CI] = 22.2-30.1) for all recurrences and 22.7% (95% CI …

Beyond Chronological Age: Performance Status And Clinical Frailty Predict Survival In Saudi Geriatric Lymphoma Patients: A Competing Risk Analysis, Musa Fares Alzahrani, Ghazi S. Alotaibi, Sarah S. Sewaralthahab, Fatima A. Alshalati, Ibrahim N. Alrumaih, Badraa A. Muharib, Kazi Nur Asfina, Saleh Ahmed Alkholaif, Shaden A. Albassam, Saleh Abdullah Aljanah, Shahad A. Al Hemidin, Ahmed Y. Jamal, Fadi S. Alakeel, Walid A. Alkeridy, Farjah H. Algahtani, Aamer Aleem

Saudi Medical Journal

Objective: To evaluate the prognostic impact of performance status, frailty, and treatment intensity on survival outcomes in a geriatric lymphoma cohort using a competing risk framework. In Saudi Arabia, despite a growing aging population, there is a lack of literature detailing frailty or survival dynamics for geriatric lymphoma patients.
Methods: We conducted retrospective cohort study in Tertiary center in Riyadh, Saudi Arabia. Geriatric patients (≥ 60 years) diagnosed with lymphoma during 2011–2024 were analyzed. Baseline demographics, laboratory parameters, pathology, and frailty status were extracted. Survival dynamics were modeled using cumulative incidence functions to isolate lymphoma-related mortality (LRM) from age-related competing …

Growth, Methodological Evolution, And Clinical Maturity Of Artificial Intelligence Research In Major Medical Journals, 2018–2025: A Longitudinal Bibliometric Study, Abdulraoof Alsaeedi, Norah Alqarni, Ibrahim Rozi, Mohamed Ibrahim

Saudi Medical Journal

Objectives: To quantify changes in the volume, methods, and clinical maturity of artificial intelligence (AI) and machine learning (ML) research in major medical journals from 2018 through 2025.
Methods: We conducted a longitudinal bibliometric study of PubMed-indexed records from 99 leading clinical and general medical journals. The search was conducted on July 2026. Records were deduplicated and classified as empirical AI/ML research, evidence synthesis, AI discourse, or unclassified. Empirical studies were categorized by model family and clinical maturity. Journal-year Poisson generalized estimating equations used total substantive publications as an offset and clustered observations by journal.
Results: Among 6,891 unique publications, …

Barriers To And Needs For The Implementation Of Artificial Intelligence In Radiation Therapy Planning In Saudi Arabia. A Cross-Sectional Survey, Abdulaziz Alshaikh, Ghadah Alqarni, Abdulaziz Alghamdi, Khalid Alrabiah, Nasser Al-Rajhi, Mohammed Aldehaim

Saudi Medical Journal

Objectives: To assess radiation oncology physicians' perceptions of artificial intelligence (AI) in radiation therapy planning in Saudi Arabia and identify barriers to and support needs for its implementation.
Methods: A cross-sectional online survey was distributed through the Saudi Association of Radiation Oncology email list to 142 physicians from April to May 2026. We analyzed responses using descriptive statistics and exploratory 2-sided Fisher exact tests comparing residents with nonresidents.
Results: Forty-three complete responses were analyzed (response rate: 30.3%). A total of 33 (76.7%) respondents agreed or strongly agreed that AI would improve planning accuracy and efficiency. Nineteen (44.2%) reported no workplace …