Medicine and Health Sciences Commons^™

Time Of Urine Sampling May Influence The Association Between Urine Specific Gravity And Body Composition, Patrick B. Wilson, Brian K. Ferguson, Ian P. Winter

Exercise Science Faculty Publications

Urine specific gravity (USG) is frequently utilized in sports practice and research to assess hydration status. Prior research suggests that individuals with large amounts of fat-free mass (FFM) and muscle have elevated USG, but little is known about whether the time of collection (first-morning vs. spot sampling) and various nutritional factors influence these relationships. This cross-sectional, observational study assessed fasted first-morning (n = 55) and non-fasted spot USG (n = 51) samples in adults and evaluated relationships of USG with body composition and nutrition intake. The InBody 770 was used to estimate FFM, skeletal muscle mass (SMM), and total body …

Examining Isokinetic Knee Peak Torque And Time To Peak Torque As Predictors Of Vertical Jump Height In Division I Men's Basketball Players., Caroline Westwood, Arakua Welbeck, Carolyn Killelea, Peter Howard, Mallory Faherty, Daniel Le, Ryan Zerega, Charles R Reiter, Timothy C Sell

OhioHealth Research Institute Articles

The vertical jump (VJ) is one of the most important movements for basketball athletes and therefore determining modifiable predictors of the VJ would aid substantially in crafting more effective training regimens. The purpose of this study was to determine if isokinetic quadriceps strength and torque predict VJ height and which characteristics and testing speed is the strongest predictor of VJ height. Fifteen subjects (age: 18.5 ± 1.0 years, height: 195.9 ± 6.9 cm, weight: 96.2 ± 13.7 kg) from a single Division I men's basketball team were recruited for this study. All participants performed a standing vertical jump with arm-swing …

Schistosoma Mansoni Infection Causes Consistent Changes To The Fecal Bacterial Microbiota Of Mice Across And Within Sites, Mariam A. Mhanna, David T. Gauthier, Lisa M. Shollenberger

Biological Sciences Faculty Publications

Eggs of Schistosoma mansoni are produced by adult female worms in mesenteries of infected hosts. Eggs can cross the intestinal barrier and form granulomas in the tissue or breach and exit the host through fecal excretion. These interactions may affect the host microbiome assemblages. Given the potential for schistosomal alteration of host gut microbiome and subsequent effects on the fecal bacterial composition, it is important to conduct controlled microbiome studies on model animals. While pursuing these studies, it is important to take into account the different conditions in which microbiome studies are conducted and their consequent impacts on variability and …

Whether To Offer Interventions At The End Of Life: What Physicians Consider And How Clinical Ethicists Can Help, Joelle Robertson-Preidler, Mikaela Kim, Sophia Fantus, Janet Malek

Faculty and Staff Publications

Background: Advances in life-prolonging technologies increasingly create dilemmas for physicians who must decide whether to offer various interventions to patients nearing the end of life. Clinical ethicists are often consulted to support physicians in making these complex decisions and can do so most effectively if they understand physicians' reasons for making recommendations in this context.

Methods: Semi-structured interviews were conducted with surgeons, nephrologists, intensivists, emergency physicians, and oncologists regarding the considerations they have used to make decisions about offering interventions for patients nearing the end of life. Interview transcripts were thematically analyzed.

Results: We identified six types of considerations physicians …

A Randomized Controlled Trial Of A Compassion-Centered Spiritual Health Intervention To Improve Hospital Inpatient Outcomes, Jennifer S Mascaro, Patricia K Palmer, Marcia J Ash, Marianne P Florian, Deanna M Kaplan, Roman Palitsky, Steven P Cole, Maureen Shelton, Charles L Raison, George H Grant

Faculty and Staff Publications

Background: Inpatient medical settings lack evidence-based spiritually integrated interventions to address patient care needs within a pluralistic religious landscape. To address this gap, CCSH™ (Compassion-Centered Spiritual Health) was developed to leverage the skillsets of healthcare chaplains to improve patient outcomes through spiritual consultation. Here, we report the results of a randomized, wait-list controlled, pre-registered (NCT03529812) study that evaluated the impact of CCSH on patient-reported depression and explored putative mediators of CCSH's effects.

Method: Chaplain residents were randomized to be trained in CCSH as part of their clinical pastoral education (CPE) residency in the fall (n = 8) or …

Analysis Of Errors In The Management Of Cutaneous Disorders, Robert J. Pariser, Sarah Alnaif

Department Dermatology Faculty Publications

In this study, we prospectively and retrospectively evaluated the occurrence of errors in the management of cutaneous disorders from patient visits and medical records in a single dermatology practice in southeast Virginia over a 3-year period (June 2020-July 2023). Providers should be able to improve diagnostic accuracy by utilizing established rapid bedside diagnostic techniques.

Targeted Deletion Of Cxcl1 In Mscs Regulates Osteogenesis And Suppresses Bone-Metastatic Prostate Cancer, Catherine S. Johnson, Diane L. Costanzo-Garvey, Julio C. Valencia, Sanjana Rajgopal, Theodore Reed, Emma R. Brannon, Jeremy S. Frieling, Deanna Mosley, Todd A. Wyatt, Elijah F. Edmondson, Kabhilan Mohan, Grinu Mathew, Leah M. Cook

Journal Articles: Environmental, Agricultural & Occupational Health

Bone metastasis continues to be the greatest challenge in treating patients with prostate cancer despite ongoing research. In bone, prostate cancer tumors hijack normal bone remodeling processes to drive cancer progression. However, it is unclear how these interactions drive bone-metastatic prostate cancer growth in the bone environment. To understand the mechanisms associated with bone-metastatic prostate cancer regulation of mesenchymal stem cells (MSC), we previously identified that bone-metastatic prostate cancer induces MSC expression of the pro-inflammatory chemokine CXCL8 and its mouse functional homologue Cxcl1. To date, there has been little to no information about the role of CXCL1/8 in MSC biology …

Recognizing Adult Male Mental Health Needs: An Intervention Looking At Education In Rural Communities, Eugene W. Winans Jr

Doctor of Nursing Practice Projects

This DNP Project examined the role of student nurses and their confidence levels when assisting adult male patients experiencing a mental health crisis. The majority of suicide acts are attributed to men. Thus, this subject requires specific insight and instructions when it comes to proper ways to assist these patients. Incorporating evidence from a pre-test and post-test survey, this project demonstrates that student nurses lack confidence in how to deal with men who are experiencing a mental health crisis. The analysis gained from this project demonstrates the important role nurses play in recognizing, speaking to, and assisting in the treatment …

Addressing Deaths Of Despair: The Impact Of Loneliness On Excessive Alcohol Use And Alcohol-Involved Driving Deaths In Ohio, Juliana Zacher, Akshey Suresh, Dylan Timperman

Scholarship in Medicine - All Papers

Alcohol-related driving deaths and excessive alcohol consumption continue to rise across the United States. These trends have had a large impact on historically disadvantaged populations, such as Appalachia, being disproportionately affected. Previous literature suggests factors such as loneliness, mental distress, segregation, and immigration status amongst others may contribute to this increase in drinking. Although delineating a clear role of the nature of the impact at a community level still remains unclear. Our objective was to explore these very factors as well as to identify social and economic predictors to explain alcohol-related driving deaths and excessive drinking in Ohio between 2016 …

Sars-Cov-2 Genomic Surveillance Using Self-Collected Saliva Specimens During Occupational Testing Programs, Andy T. Schnaubelt, David Brett-Major, Janet Williamson, Bailey Barcal, Julie Carstens, Ashley Peer, Michael R. Wiley, M. Jana Broadhurst

Journal Articles: Epidemiology

Continually emerging SARS-CoV-2 variants pose challenges to clinical and public health interventions, necessitating sustainable approaches to real-time variant monitoring. This case study describes an innovative SARS-CoV-2 screening and surveillance program that demonstrates the utility of sequencing-based variant monitoring using self-collected saliva specimens. We conducted saliva-based SARS-CoV-2 screening in occupational settings in Omaha, Nebraska from December 2021 through November 2022. 8,372 saliva specimens collected from 1,480 participants were tested for SARS-CoV-2 RNA by extraction-free PCR, with 334 positive samples referred for whole-genome sequencing analysis. Program utilization, quality metrics, and sequencing outputs were compared across sites. Specimen quality was high across program …

Combination Of Hsp90 Inhibitors And Hsp70 Inducers Prevent Hydrochloric Acid-Induced Pulmonary Fibrosis In Rabbits, Ruben M. L. Colunga Biancatelli, Pavel A. Solopov, Tierney Day, Dan E. Austin Jr., Len E. Murray, John D. Catravas

Bioelectrics Publications

Combined therapies with Heat Shock Protein 90 (HSP90) inhibitors and Heat Shock Protein 70 (HSP70) inducers are gaining significant interest in cancer and cardiovascular research. Here, we tested the hypothesis that HSP90 inhibitors and HSP70 inducers, together, can block the development of pulmonary fibrosis. We exposed New Zealand White Rabbits to hydrochloric acid (HCl, 0.1 N, 1.5 mL/kg), one of the top five chemicals most commonly involved in accidental exposures and inhalation injuries worldwide, and treated animals with either the orally available HSP90 inhibitor TAS-116 (1.7 mg/kg 5x/week) or TAS-116 combined with the HSP70 inducer, geranylgeranyl acetone (GGA, 50 mg/kg, …

The Ptp4a3 Inhibitor Kvx-053 Reduces Severe Acute Respiratory Syndrome Coronavirus 2 (Sars-Cov-2) Virulence, Inflammation, And Development Of Acute Lung Injury In K18-Hace2 Mice, Ruben M. L. Colunga-Biancatelli, Pavel A. Solopov, Caitlin M. Woodson, Irving Coy Allen, Ivan Akhrymuk, Maryna Akhrymuk, Brittany N. Heath, Hannah M. Ivester, Tierney Day, Dan E. Austin, Kylene Kehn-Hall, John S. Lazo, Elizabeth R. Sharlow, John D. Catravas

Bioelectrics Publications

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has caused a global health crisis, marked by high transmissibility and virulence. Despite widespread vaccination efforts, effective treatments for COVID-19, particularly for severe cases leading to Acute Respiratory Distress Syndrome (ARDS), remain limited. This study investigates the efficacy of KVX-053, a protein tyrosine phosphatase type IVA (PTP4A3) small molecule inhibitor, in modulating SARS-CoV-2-induced inflammation and lung injury using in vitro cell models and in vivo K18-hACE2 transgenic mice. KVX-053 reduced in vitro pro-inflammatory cytokine expression, including TNFα, CXCL10, and CXCL11, without impacting viral replication or cell viability. K18-hACE2 mice treated with KVX-053 demonstrated …

Hearing Rehabilitation In Serac1 Related Megd(H)El Syndrome – Implications From A Multi-Center Retrospective Cohort Study, Sebastian Roesch, Anna O'Sullivan, Stefan Tschani, Anna Baghdasaryan, Shanti Balasubramaniam, Ivo Barić, Lonneke De Boer, Sarah C Grünert, Anna Guzek, Mirian Janssen, Zita Krumina, Mary Kay Koenig, Ashleigh M Lewkowitz, Fanny Mochel, Arianne Monge Naldi, Barbara Plecko, Kerem Öztürk, Lauren O'Grady, Gillian Riordan, Daisy Rymen, Inderneel Sahai, René Santer, Manuel Schiff, Georg M Stettner, Konstantinos Tsiakas, Sema Kalkan Uçar, Özlem Ünal Uzun, Corina Weigel, Peter Witters, Kajus Merkevicius, Johannes A Mayr, Saskia B Wortmann, Katarzyna Iwanicka-Pronicka

Faculty, Staff and Student Publications

Objective: 3-methylglutaconic aciduria (MEG), dystonia-deafness (D), (hepatopathy (H)), encephalopathy (E), and Leigh-like-syndrome (L) (MEGD(H)EL) syndrome is a rare, severely disabling progressive mitochondrial disease associated with biallelic pathogenic variants in SERAC1. Knowledge about hearing loss (HL) and hearing rehabilitation is scarce but highly sought after for best possible care in the absence of causative treatment.

Methods: Retrospective cross-sectional study.

Results: This study analyzed the audiometric data of 36 MEGD(H)EL patients (14 unpublished). Bilateral HL was diagnosed in 31 individuals (86 %). Detailed audiometric data, available for 23 of 31 patients, did not allow for general statements on site and degree of …

An Evaluation Of The Decline In Primary Care Physician Visits, 2010 To 2021, Anuradha Jetty, Marie Ezran, Alison Huffstetler, Yalda Jabbarpour

Department of Family & Community Medicine Faculty Papers

INTRODUCTION: Primary care is the backbone of the United States healthcare system, yet it continues to be underfunded and inaccessible to many. Previous studies explored primary care visit patterns until 2016, leaving gaps in our understanding of how recent factors like state Medicaid expansions, the Coronavirus Disease 2019 (COVID-19) pandemic, and population growth have influenced these patterns. Hence, the objective of the current study was to analyze the trends in primary care visits provided by outpatient clinicians over time and by visit type and contextualize study findings within the changing healthcare landscape.

METHODS: The Medical Expenditure Panel Survey data (2010-2021) …

Readiness To The Privatization Of The Health System In Saudi Arabia: Translation And Factor Analysis Of Readiness To Organizational Change (Roc) Scale, Ahmed Ali Alasiri, Qi Zhang

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

The Kingdom of Saudi Arabia (KSA) began a major transformation as a part of version 2030 for its health system. These reform initiatives aim to privatize health services and improve efficiency. Despite this meaningful change, there is a knowledge gap in how healthcare providers prepare for or perceive this shift. Specifically, there has been a lack of validation of Arabic instruments that gauge the individual readiness to this change. This study bridges the gap by localizing and validating the Readiness to Organizational Change scale (ROC) to provide empirical evidence and to understand adaptability for the KSA context.

Method

The …

Serum Metabolome Profiling In Patients With Mild Cognitive Impairment Reveals Sex Differences In Lipid Metabolism, Rocio Diaz Escarcega, Vijay Kumar M J, Vasilia E Kyriakopoulos, Guadalupe J Ortiz, Aaron M Gusdon, Huihui Fan, Pedram Peesh, Maria P Blasco Conesa, Gabriela Delevati Colpo, Hilda W Ahnstedt, Lucy Couture, Stella H Kim, Miriam Hinojosa, Christine M Farrell, Sean P Marrelli, Akihiko Urayama, Bhanu P Ganesh, Paul E Schulz, Louise D Mccullough, Andrey S Tsvetkov

Faculty, Staff and Student Publications

Alzheimer's disease (AD) affects more women than men. Although women live longer than men, it is not longevity alone, but other factors, including metabolic changes, that contribute to the higher risk of AD in women. Metabolic pathways have been implicated in AD progression, but studies to date examined targeted pathways, leaving many metabolites unmeasured. Sex is often a neglected biological variable, and most metabolomic studies were not designed to investigate sex differences in metabolomic profiles. Here, we performed untargeted metabolomic profiling of sera from male and female patients with mild cognitive impairment (MCI), a common precursor to AD, and matched …

Sex Differences In Brain Iron Deposition And Microglial Ferritin In Alzheimer’S Disease, Syed Mushfiqur Rahman, Chunfeng Tan, Akiyoshi Kakita, Jose Felix Moruno-Manchon

Faculty, Staff and Student Publications

Objective

Iron is the most abundant metal in the human brain, and plays a crucial role in many biological processes. However, disruptions in brain iron metabolism can lead to iron buildup, which occurs with aging and is linked to several brain disorders, including Alzheimer's disease. Microglia, the brain's resident immune cells, have the highest capacity to store iron, which is stored intracellularly within ferritin complexes. Importantly, women are at a higher risk of developing Alzheimer's disease and experience faster disease progression compared to men.

Methods

We used postmortem brain samples from patients with Alzheimer's disease and small vessel disease patients …

Disparities In Cardiovascular Disease Outcomes And Economic Burdens Among Minorities In Southeastern Virginia, Ismail El Moudden, Asra Amidi, Reem Sharaf Alddin, Michael Bittner, Qi Zhang

Department of Obstetrics & Gynecology Faculty Publications

Background

Cardiovascular diseases are the leading cause of mortality in the United States, presenting significant public health challenges and financial burdens, particularly in Southeastern Virginia, where African American and Hispanic (AA&H) populations are disproportionately affected.

Methods

This retrospective observational study analyzed data from 30,855 hospital discharges of AA&H patients across Southeastern Virginia from 2016 to 2020, focusing on individuals aged 18 to 85 with cardiovascular diseases. Utilizing the Virginia Health Information database, we examined demographic information, clinical data, and healthcare utilization patterns through hypothesis tests and regression models to explore associations between these variables and the economic impacts of cardiovascular …

Ambulatory Arterial Stiffness Index: Regression Method Comparison And Its Association With Pulse Pressure And Circadian Patterns, José R. Ayala-Hernández, Cristina López-Sánchez, Orlando M. Ayala, Camilo E. Palencia-Tejedor

Engineering Technology Faculty Publications

The Arterial Stiffness Index (AASI) is a calculation obtained through Ambulatory Blood Pressure Monitoring (ABPM), and is an indirect measure of the elastic properties of the arterial wall; but there is heterogeneity in its scope as a predictor of vascular wall health. A comparison is made between linear regression and exponential regression of the AASI, as well as an analysis of variance, according to circadian patterns and pulse pressure (PP) values. This work is an analytical observational study in 106 individuals, most of them women (63%) with a mean age of 53 ± 17.32 years. The coefficient of determination (r2) …

Ethical Implications Of Neurotechnology In Industry-Academia Partnerships: Insights From Patient And Research Participant Interviews, Meredith V. Parsons, Maya Skolnik, Judith Mwobobia, Erin D Solomon, James M. Dubois, Tristan Mcintosh

2020-Current year OA Pubs

BACKGROUND: Neurotechnologies often advance through industry-academia (IA) partnerships and offer insight into brain and nervous system functions, bringing improved diagnosis and treatment options to patients. Both neurotechnology and IA partnerships pose ethical challenges that can impact research participation experiences, patient treatment, and health outcomes.

METHODS: Investigators conducted interviews with 16 patients who used neurotechnology devices in therapeutic or research settings. Interviews explored participants' experiences using neurotechnology, perspectives on IA partnerships, preferences for neural data use and long-term care, and advice for future neurotechnology device users. Data were analyzed using inductive thematic analysis.

RESULTS: Participants were generally supportive of IA partnerships. …

Obesity, Metabolic Health, And Diabetic Complications In People With Type 1 Diabetes., Yuanjie Mao, Jen-Tzer Gau, Ning Jiang

Ambulatory and Primary Care Articles

AIM: The concept of metabolically healthy obesity (MHO) has not been studied in type 1 diabetes (T1D). By analysing datasets from the DCCT/EDIC study, we compared the development of diabetic complications by obesity and metabolic health over 30 years of follow up.

MATERIALS AND METHODS: Insulin resistance was calculated by estimated glucose disposal rate (eGDR). The participants (n = 1127) were then divided into four groups based on time-weighted mean body mass index and mean eGDR: metabolically healthy non-obesity (MHN, n = 874), metabolically unhealthy non-obesity (MUN, n = 66), MHO (n = 146) and metabolically unhealthy obesity (MUO, n …

Prevention Of Substance Related Deaths Through Mental Health Counseling, Lindsey Tout, Camille Zonfa

Scholarship in Medicine - All Papers

Background: Substance abuse, particularly alcohol and drug use, remains a critical public safety issue in Ohio. Those suffering with abuse disorders are likely to often have accompanying mental health disorders, however, there lies a significant gap in treatment.
Objective: This study examines trends in alcohol-related driving deaths, drug overdose deaths, excessive drinking, and mental health provider availability from 2016 to 2023 in rural and urban counties of Ohio.
Methods: Data collected from the public source, County Health Rankings and Roadmaps, was analyzed using statistical methods to assess changes between 2016 to 2023 for the 88 counties of Ohio. Urban versus …

Factors Driving Potentially Preventable Hospitalizations In Ohio And Surrounding States, Ann Walter, Andy Russell

Scholarship in Medicine - All Papers

No abstract provided.

Reliability Of Popliteal Artery Flow-Mediated Dilation In The Seated Position, Taskina Akhter, Patrick B. Wilson, J. David Branch, Leryn J. Reynolds

Exercise Science Faculty Publications

Flow-mediated dilation (FMD), a noninvasive measure of endothelial function, is commonly measured in the popliteal artery in the supine and upright body positions. However, reliability studies of the measurement in these positions are not well studied. This study aimed to examine the trial-retrial and visit-to-visit reliability of popliteal artery FMD in the seated position. Popliteal artery FMD was measured in 20 healthy adults across two visits in the seated and prone positions to assess visit-to-visit reliability. Two measurements were taken for each body position at each visit to assess trial-retrial reliability. %FMD was calculated as the percent change from baseline …

Rcpneoperu Trial: A Cluster Randomized Pilot Trial To Assess Traditional Neonatal Resuscitation Compared To Partially Virtual Training In Remote Areas., Carlos A Delgado, Enrique Gómez Pomar, Pablo Velásquez, Víctor Sánchez, Roberto Shimabuku, Luis Huicho

Pediatrics Faculty Publications

OBJECTIVE: To assess the effects of a neonatal resuscitation training program using traditional training and partial distance learning.

METHOD: Through an open cluster-randomized trial, the authors compared a traditional approach involving face-to-face theory and practice sessions using information and communication technology to offer theory and distance examination, followed by face-to-face practice. Twelve health facilities were allocated by blocked randomization. Comparisons were made adjusting for clustering in qualitative and quantitative data. The primary outcome was the percentage of infants with heart rates ≥100 per minute at the second minute after birth. The authors performed a cluster-level analysis for cluster randomized trials, …

Novel Insights Into Beta Cell Er Stress Chop And It's Role In Hfpef Development, Balaji Srinivas, Paula Fortuno, Hongmei Peng, Jiang Xu, Hamid Suhail, Hani N. Sabbah, Nour-Eddine Rhaleb, Khalid Matrougui

Department of Physiological Sciences Faculty Publications

Introduction: Heart failure with preserved ejection fraction (HFpEF) is a multifactorial cardiovascular disorder characterized by diastolic dysfunction and often associated with hypertension and metabolic disturbances. We aimed to determine the inter-relationship between C/EBP homologous protein (CHOP) in b-cells and HFpEF development.

Methods: Eight-week-old male mice b-cell^flox/flox and b-cell^CHOP-/- were randomly divided into four groups: control b-cell^flox/flox and b-cell^CHOP-/- mice subjected to standard diet and water. b -cell^flox/flox and b-cell^CHOP-/- mice fed a high-fat diet (HFD) and L-NAME (0.5 g/L) for five weeks. A comprehensive cardiovascular, metabolic, and histological evaluation was conducted.

Results: Following …

The Association Between Food Benefit Online Ordering And Redemptions: Evidence From The Special Supplemental Nutrition Program For Women, Infants, And Children, Junzhou Zhang, Chuanyi Tang, Kayoung Park, Qi Zhang

Marketing Faculty Publications

Objective:

To examine how the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) online food benefit ordering could influence WIC benefit redemptions.

Design:

A cross-sectional study. We compare the average redemption rates between online ordering early adopters and non-adopters among WIC customers before and after implementing WIC online ordering. A propensity score-weighted difference-in-difference model was used to estimate the coefficients.

Setting:

The Oklahoma WIC programme and a grocery store chain in Oklahoma.

Participants:

12743 Oklahoma WIC households that had redeemed their food benefits at the grocery store chain in 2020.

Results:

WIC online ordering significantly positively affected redemption …

Cochlear Implantation With Sporadic Inner Ear Schwannomas: Outcomes In 106 Patients From An International Multi-Institutional Study, John P. Marinelli, Torsten Rahne, James R. Dornhoffer, Christine M. Lohse, Justin Cottrell, J. Thomas Roland, Nicholas J. Thompson, Kevin D. Brown, Jacob C. Lucas, Seilesh C. Babu, Nathan R. Lindquist, Elizabeth L. Perkins, Donald Tan, John I. Lane, Jacob B. Hunter, Erin Harvey, Nicholas L. Deep, Samantha Y. Cerasiello, Matthew L. Kircher, Mana Espahbodi, Evan L. Tooker, Niels Cramer West, Per Caye-Thomasen, Matthew L. Carlson, Stefan K. Plontke

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

OBJECTIVE: To evaluate cochlear implant speech perception among patients with sporadic inner ear schwannoma who underwent ipsilateral implantation.

STUDY DESIGN: Retrospective multi-institutional cohort study.

SETTING: Eleven tertiary academic medical centers across Germany, Denmark, and the United States.

PATIENTS: One hundred six patients with sporadic inner ear schwannoma who received an ipsilateral cochlear implant from 2011 to 2022.

INTERVENTIONS: Ipsilateral cochlear implantation with observation, stereotactic radiosurgery, or microsurgery for tumor management.

MAIN OUTCOME MEASURES: Monosyllabic speech perception testing scores and rates of open-set speech perception.

RESULTS: Among 106 patients studied, 101 (95%) achieved open-set speech perception with a median of 24 …

Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura

Department of Obstetrics & Gynecology Faculty Publications

This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …

Drone-Based Medication Delivery For Rural, Flood-Prone Coastal Cities, Yin-Hsuen Chen, Amro M. El-Adle, Kevin J. O'Brien, Taylor Wentworth, Heather G. Richter

Center for Geospatial Science, Education & Analytics Faculty Publications

Access to healthcare remains a critical challenge for rural populations, particularly in flood-prone coastal communities where transportation barriers limit access to essential medical services. This study evaluates the effectiveness of drone-based medication delivery in improving healthcare accessibility for vulnerable populations on Virginia’s Eastern Shore. Compared to traditional personal vehicle travel, drone delivery reduced trip times from up to 50 minutes to under 10 minutes for more than 80% of the population, including elderly patients. Using publicly available datasets, we developed two transportation vulnerability indices that incorporate age, travel time, and flood risk to prioritize patients for drone-based pharmaceutical delivery. These …