Medicine and Health Sciences Commons^™

Investigating Machine Learning Algorithms To Classify Label-Free Images Of Pancreatic Neuroendocrine Neoplasms, Noelle Daigle, Shuyuan Guan, Suzann Duan, Thomas G Knapp, Eung-Joo Lee, Ali Azhdarinia, Sukhen C Ghosh, Solmaz Aghaamiri, Servando Hernandez Vargas, Naruhiko Ikoma, Jeannelyn Estrella, Martin J Schnermann, Tobias Else, Michelle Kang Kim, Juanita L Merchant, Travis W Sawyer

The Brown Foundation: Institute of Molecular Medicine

Significance: Pancreatic neuroendocrine neoplasms (PNENs) are an uncommon cancer whose incidence rate has increased dramatically in recent years. Surgery is the only potentially curative treatment, which relies on both preoperative tumor localization and postoperative margin definition using histopathological examination for decision making. If pathology could be automated, valuable time and resources could be saved.

Aim: In this study, we investigate the ability of machine learning (ML) with handcrafted features, as well as deep learning, to classify label-free microscopy images of PNENs as a first step toward automated pathology of such tumors.

Approach: Patient samples of two different preparation types were …

Genome Wide Association Study Of Psychosis Identifies African Enriched Variants In Ptprd And Tmem150c, Lerato Majara, Toni Boltz, Dickens Akena, Solomon Teferra, Symon Kariuki, Charles Newton, Dan Stein, Lukoye Atwoli, Zukiswa Zingela, Bizu Gelaye

Internal Medicine, East Africa

No abstract provided.

Prevalence And Risk Factors Of Hypertension Among Clients Seeking Care At Selected Healthcare Facilities In Kenya, Jasmit Shah, Soraiya Manji, Jamila Nambafu, Cynthia Smith, Anthony Ochola, Linda Barasa, Faraj Amir, Husni Abdalla, Rajiv Patel, Sayed Karar

Internal Medicine, East Africa

Background Hypertension remains one of the primary risk factors for cardiovascular disease and the leading cause of mortality worldwide. According to the World Health Organization (WHO), as estimated 1.28 billion adults suffer from hypertension worldwide and approximately half are unaware of the problem. This study aimed to explore the prevalence of hypertension, and the association of sociodemographic, behavioral, and physiological factors related to hypertension in patients seeking care at the different healthcare facilities in Kenya.

Methodology We carried out a cross-sectional survey study between April 2023 and July 2023. The general adult public visiting the outpatient clinics were recruited from …

Introducing Patient-Centered Outcomes To Preceptors In Caate-Approved Athletic Training Programs, K. Judge

Clinical Practice in Athletic Training

The 2020 standards set by the Commission on Accreditation of Athletic Training Education (CAATE) now require the incorporation of the International Classification of Function and Patient-Centered Outcomes into professional practice. These standards can be introduced initially through simulation, but to develop a competent and culturally aware professional, outcome measures should be completed during clinical experiences under the guidance of approved preceptors. As this is a relatively new standard, many preceptors did not receive this as part of their education and may be uncomfortable integrating outcomes into their practice. This lack of integration can negatively affect the learning opportunities of athletic …

Incorporating Balance Training Into Ankle Sprain Injury Prevention Programs: An Evidence-To-Practice Review, David Tomchuk, Jacob Meyer, Kyle Schneider, Ben Fox

Clinical Practice in Athletic Training

Ankle sprains are among the most common injuries in sports and non-sporting activities. For patients, ankle sprains can result in multiple short and long-term hardships, such as financial burdens of evaluation and treatment, absenteeism from sport and physical activity, and diminished ankle and lower extremity function. However, athletic trainers and other stakeholders are also impacted by administrative and time burdens in caring for ankle sprains and how ankle sprains affect team dynamics and performance. The 2022 guiding systematic review evaluated the effectiveness of incorporating preventive balance training exercises on the incidence of ankle sprains in soccer athletes. The search performed …

Psychological And Psychosocial Effects Of Contemplative Practices In The Athletic Population: A Systematic Review, Victoria Baker, Emily Duckett, Alison Gardiner-Shires, Lindsey Keenan

Clinical Practice in Athletic Training

Mental health concerns in athletes are becoming a primary focus for institutions, companies, coaches, and more. An athlete carries an abundant load of stressors due to their lifestyle. The stressors can negatively impact an athlete by producing anxiety, depression, insomnia, and other mental health concerns. Previous studies have found a connection between the use of contemplative practices on psychological and psychosocial effects in athletes, creating an opportunity to evaluate the research of contemplative practices in the athletic population. 5, 7, 8, 13-16 A systematic review was conducted using nine electronic databases. Seven studies were included in this review, each assessing …

Use Of An Electronic Dynamometer Following Pitching To Identify Fatigue In Softball Pitchers, Bethany L. Hansberger, Peter Lisman

Clinical Practice in Athletic Training

This study used a case-series design to collect in-game fatigue measures for collegiate softball pitchers immediately after pitching during the competitive season. Five softball pitchers (age = 19.8 ± 1.5 years; height = 169.9±6.1 cm; body mass = 79.1±22.6 kg) from one Division I program were recruited. Isometric internal and external rotation, scaption, and grip strength measures were collected using an electronic dynamometer at the beginning and conclusion of the fall non-traditional season, and at the beginning of preseason in January. Strength measures were also obtained during the competitive season at the conclusion of pitching in a game and compared …

Concurrent Acl And Medial/Lateral Meniscal Repair In A Collegiate Soccer Player: Disablement Model Case Study, Rebecca L. Perry, Angelica Alicea, Jeanette Welch, Carl White, Emily E. Hildebrand, Peter Lisman

Clinical Practice in Athletic Training

This case examines a 19-year-old female Division I collegiate soccer player who underwent anterior cruciate ligament (ACL) reconstruction with medial and lateral meniscal repairs. Though meniscal tears often occur in conjunction with ACL injury, incidence of concurrent medial and lateral tears with presence of a displaced bucket-handle lesion is rare. This patient attempted to tackle an oncoming opponent in which contact caused forceful trunk rotation away from her planted right foot. Sideline evaluation revealed medial and posterior knee pain with active knee range of motion deficits. Further evaluation revealed apprehension and muscle guarding during Lachman’s, anterior drawer, and valgus stress …

Suturing Education For Athletic Trainers: An Evidence-To-Practice Review, Morgan K. Webb, Brett T. Heim, Allyson E. Ritchey, Kenya Moore, Zachary K. Winkelmann

Clinical Practice in Athletic Training

Teaching suturing skills to medical students is a critical component of their education. Implementing suturing into a comprehensive framework is developed from how professors teach the skill. Suturing is a required skill by the General Medical Council that all medical students must have, and how it is being introduced to new students is changing. This review aimed to summarize different educational interventions and determine the most efficient and cost-effective way to teach future suturing skills. The original systematic review included 25 articles in the final data synthesis. Fourteen studies were randomized control trials, six were quasi-experimental, and five were observational. …

Impact Of A Focused Best Practice Workshop On Athletic Trainer Confidence, Jaclyn B. Arduini, Jennifer L. Volberding, Zachary A. Murray

Clinical Practice in Athletic Training

Athletic trainers are required to be proficient in emergency management skills, without review these skills may decay creating a potentially dangerous knowledge gap. Confidence measures of emergency management skills were taken before and after a workshop to determine if they changed due to the review of material. All 11 confidence measures increased post workshop, seven significantly, including rectal temperature, hemostatic agents, external hemostatic modalities, in-line stabilization, measurement and application of a cervical collar, football and other equipment removal. ATs should aim to incorporate emergency management review into continuing education choices.

Neuromuscular Deficits Following An Isolated Pcl Tear In A Collegiate Lacrosse Player: A Case Study, Mckenna G. Witlin, Erin R. Mcmullan, Courtney M. Meyer, Amy L. Fraley

Clinical Practice in Athletic Training

This disablement model case study outlines a 21-year-old female collegiate lacrosse player attending a United States service academy who presented with a unique neuromuscular deficit following a conservative grade II PCL tear rehabilitation. Nearing the end of her rehabilitation protocol, she noticed difficulty with toe-off while running; however, she did not report to the athletic trainer due to the institution’s holiday break proximity. An unexpected transfer of care occurred when the patient returned after the holidays, and she was cleared for full participation upon return. Several days after the patient was cleared, she reported her ankle feeling “stuck.” Upon evaluation, …

Improving The Discussion Of Suicide Prevention: A Quality Improvement Project, Chelsea Reynolds, Alyssa Zeitouni, Kathryn Stephenson

Clinical Practice in Athletic Training

Suicide is currently the second leading cause of death among adolescents in the United States and the third leading cause of death in this age group worldwide.1,2 Suicide prevention is understandably a growing focus in pediatrics. Currently, at the Children’s Hospital Outpatient Clinic, that is staffed by pediatric resident physicians, suicidal ideation is screened for using a PHQ-9 screen. However, at the time this study was initiated and completed, the TEEN screen was utilized. After the screening is performed, regardless of type, it is up to the provider to address these findings in a safe and effective manner. The goal …

Aadej Comm 11 3 2025

AADEJ - The Communicator

The Communicator is the Journal of the American Association of Dental Editors. It is published quarterly and distributed digitally via email to members and posted on the Association’s website aadej.org. This issue of The Communicator features articles focused on organizational strategy, publishing ethics, and critical issues in the profession. The Editor-in-Chief announces his intention to step down, reflecting on the organization's history. The President advocates for shifting the organizational focus from individual benefits to collective sustainability ("What’s in it for us?"). Organizational updates include the restructuring of the Publication Membership to allow three voting members for the same fee and …

What’S In It For Us? Tell A Colleague, Christopher J. Smiley

AADEJ - The Communicator

AADEJ President Dr. Chris Smiley advocates for a reframing of volunteer organizations' focus from "What’s in it for me?" to "What’s in it for us?" to ensure viability. This change is necessary given the declining membership trends in organized dentistry, with the ADA’s market share approaching 50%. The AADEJ, operating with limited resources, concentrates on fundamental, mission-based services that benefit the collective community of dental editors and journalists. These core services include focused continuing education necessary to earn the Certified Dental Editor credential and guidance on ethical issues, such as editor autonomy and the emerging presence of AI. By focusing …

About This Time Of Year!, Denise Maihofer

AADEJ - The Communicator

AADEJ Executive Director Denise Maihofer announces key organizational expansions and updates, starting with thanks to volunteers for the 2025 Conference. The most significant change is the restructuring of the Publication Membership, which, for the same $395 fee, will now include up to three AADEJ voting members on an editorial team. This provides substantial cost savings, equating to a $350 savings compared to previous options. The message confirms that the 2026 Dental Editors University (DEU) will be held at the AAOMS Daniel M. Laskin Institute in Rosemont, Illinois, following highly praised reviews of the 2024 event. Furthermore, AADEJ is beginning its …

It’S Not Elementary, My Dear Ai, Mali Schantz-Feld Ma, Cde

AADEJ - The Communicator

In this issue, Associate Editor Mali Schantz-Feld cautions dental communicators about the irresponsible use of Artificial Intelligence (AI), highlighting three major risks. The first is the fabrication or "hallucination" of non-existent scholarly references, exemplified by submitted articles where more than half of the citations were fake. The second risk is the removal of human personality, emotion, and nuance, which causes content to feel robotic; this occurred when a profile of an inspiring dentist was run through AI, stripping away their inner light and philosophy. The third danger is the generation of statistics, charts, or figures without providing necessary data or …

The Distribution Of The Number Of Mutations In The Genealogy Of A Sample From A Single Population, Yun-Xin Fu

Faculty, Staff and Student Publications

The number K of mutations in the genealogy of a sample of n sequences from a single population is one essential summary statistic in molecular population genetics and is equal to the number of segregating sites in the sample under the infinite-sites model. Although its expectation and variance are the most widely utilized properties, its sampling formula (i.e., probability distribution) is the foundation for all explorations related to K. Despite existence of an analytic sampling formula, its numerical application is limited due to susceptibility to error propagation. This paper presents a new sampling formula for K in a random sample …

Sleep Eeg And Respiratory Biomarkers Of Sudden Unexpected Death In Epilepsy (Sudep): A Case-Control Study, Oman Magana-Tellez, Rama Maganti, Norma J Hupp, Xi Luo, Sandhya Rani, Johnson P Hampson, Manuela Ochoa-Urrea, Sudha S Tallavajhula, Rup K Sainju, Daniel Friedman, Maromi Nei, Brian K Gehlbach, Stephan Schuele, Ronald M Harper, Beate Diehl, Lisa M Bateman, Orrin Devinsky, George B Richerson, Samden D Lhatoo, Nuria Lacuey

Faculty, Staff and Student Publications

Background: Sudden unexpected death in epilepsy (SUDEP) is the most common category of epilepsy-related mortality. Centrally mediated respiratory dysfunction has been observed to lead to death in the majority of cases of SUDEP. SUDEP also mainly occurs during nighttime sleep. This study seeks to identify sleep EEG and sleep-related respiratory biomarkers of SUDEP risk.

Methods: In this case-control study, we compared demographic, clinical, EEG, and respiratory data from people with epilepsy who later died of SUDEP (the SUDEP group) with data from age and sex-matched living people with epilepsy, classified as high risk of SUDEP (with ≥1 generalised tonic-clonic seizure …

Wire-In-Needle Versus Conventional Syringe-On-Needle Technique For Ultrasound-Guided Central Venous Catheter Insertion In The Internal Jugular Vein: The Win Randomized Trial, Kristen K Thomsen, Jovana Stekovic, Felix Köster, Alina Bergholz, Karim Kouz, Moritz Flick, Daniel I Sessler, Christian Zöllner, Bernd Saugel, Leonie Schulte-Uentrop

Faculty, Staff and Student Publications

Purpose: There are different techniques for ultrasound-guided central venous catheter (CVC) insertion. When using the conventional syringe-on-needle technique, the syringe needs to be removed from the needle after venous puncture to pass the guidewire through the needle into the vein. When, alternatively, using the wire-in-needle technique, the needle is preloaded with the guidewire, and the guidewire-after venous puncture-is advanced into the vein under real-time ultrasound guidance. We tested the hypothesis that the wire-in-needle technique reduces the time to successful guidewire insertion in the internal jugular vein compared with the syringe-on-needle technique in adults.

Methods: We randomized 250 patients to the …

Continuous Versus Bolus Norepinephrine Administration And Arterial Blood Pressure Stability During Induction Of General Anaesthesia In High-Risk Noncardiac Surgery Patients: A Randomised Trial, Christina Vokuhl, Karim Kouz, Moritz Flick, Linda Krause, Alina Kröker, Parisa Moll-Khosrawi, Christian Zöllner, Daniel I Sessler, Bernd Saugel, Kristen K Thomsen

Faculty, Staff and Student Publications

Background: Hypotension after induction of general anaesthesia is common in high-risk patients having noncardiac surgery. Anaesthesiologists often give manual boluses of vasopressors repeatedly to maintain blood pressure during induction of general anaesthesia, including the fast-acting vasopressor norepinephrine which has a short half-life. We tested the hypothesis that giving norepinephrine continuously during induction of general anaesthesia, compared with giving it as repeated manual boluses, improves blood pressure stability in high-risk noncardiac surgery patients.

Methods: In this single-centre trial, 72 participants undergoing noncardiac surgery were randomised to continuous norepinephrine infusion or manual bolus norepinephrine administration during induction of general anaesthesia. Blood pressure …

Predictive Gene Expression Signatures For Alzheimer's Disease Using Post-Mortem Brain Tissue, Ashley Duche, Oliver Tan, Andrius Baskys, Rachita K. Sumbria, Moom R. Roosan

Pharmacy Faculty Articles and Research

Background: Alzheimer’s Disease (AD) is a progressive neurodegenerative disorder characterized by amyloid-beta (Aβ) plaques and tau protein aggregates in the brain. These pathological features manifest in specific regions, but mechanisms rendering some areas more susceptible to early AD-related changes remain poorly understood. To address this, we developed predictive gene expression signatures to explore molecular mechanisms underlying regional vulnerability to AD pathology.

Methods: Post-mortem brain tissues from participants of the Religious Orders Study and Memory and Aging Project (ROSMAP), Mayo Clinic, and Mount Sinai Brain Bank (MSBB) were used to derive gene expression signatures from six brain regions affected at varying …

Mitochondrial Haplogroups, But Not Heteroplasmy, Are Associated With Midlife Cognitive Function, Nien Yeh Daphne Yu, Shea J Andrews, Lifang Hou, Myriam Fornage, Kristine Yaffe

Faculty, Staff and Student Publications

Introduction: Mitochondrial DNA (mtDNA) variation may influence cognitive performance, but prior findings are inconsistent.

Methods: We analyzed data from 2308 participants in the Coronary Artery Risk Development in Young Adults (CARDIA) study, assessing heteroplasmy (mtHz) burden and haplogroups (mtHg) from blood-derived mtDNA at three timepoints and cognitive function across multiple domains. Multivariate linear regression models and multivariate linear mixed models adjusted for age, sex, education, and race.

Results: MtDNA heteroplasmy burden and count were not associated with cognitive performance. However, mtHgs in macro-mtHg L were linked to poorer cognitive outcomes, particularly in processing speed and global cognition in cross-sectional and …

Disentangling Unobserved Heterogeneity: Novel Application Of A Statistical Method To Evaluate A Multilevel Healthcare Intervention For Hispanic Individuals Living On The United States-Mexico Border With Comorbid Diabetes And Hypertension, Minjae Lee, Juliana Z Lopez, Natalia I Heredia, Maria Zolezzi, Soo Kyung Park, Paul G Yeh, Lisa Mitchell-Bennett, Belinda M Reininger

Faculty, Staff and Student Publications

Objective: Individuals with diabetes and hypertension represent a high-risk population with poor prognosis and high healthcare costs. Clinicians recognize the complexities of treating patients with multiple chronic conditions; however, the research literature shows little attention to characterizing change patterns in hypertension outcomes for participants of health interventions. The aim of this study was to characterize individual-level longitudinal trajectories of heterogeneity in blood pressure among a Hispanic population with uncontrolled type II diabetes and hypertension enrolled in a multi-level intervention.

Methods: This study was implemented along the US-Mexico border. Using blood pressure results collected longitudinally between 2013 and 2020 from 2476 …

Development And Feasibility Testing Of An Implementation Evaluation Tool: Recommendations From The Managing Epilepsy Well (Mew) Network Research Collaborative, Martha Sajatovic, Ross Shegog, Elaine Kiriakopoulos, Clara Adeniyi, Jessie Black, Barbara C Jobst, Erica K Johnson, Robin Mcgee, Tanya M Spruill, Cam Escoffery

Faculty, Staff and Student Publications

Aims: The Managing Epilepsy Well (MEW) Network has led the development, testing and scale-up of epilepsy self-management (ESM). The MEW Integrated Database (MEW DB) is a pooled repository of archival studies that facilitates aggregate analysis. This report describes an implementation evaluation tool for ESM adopters.

Methods: Publicly available materials on program implementation, adoption and sustainability as well as readiness surveys used by the MEW Network were reviewed, as were content domains and format styles relevant to ESM implementation. Requirements for data Tiers included: 1) survey Tier should be short (≤6 items) and completed quickly (< 3 min), 2) question and response format should be consistent, 3) data elements are relevant to ESM adopters and 4) the tool should be applicable across ESM programs. Iterative review, discussion and item-ranking yielded a final set of 3 distinct data element Tiers.

Results: Implementation data elements assess …

Engaging And Empowering Future Female Surgeons: Development Of The Medical Student Section Of The Society Of Women In Urology, Allison G Booher, Sasha J Vereecken, Erin Kim, Neharika Penmatcha, Alexandra Aponte, Eman N Chaudhri, Meghana Noonavath, Ibukunoluwa Omole, Joanna Orzel, Leigh Martin, Gina Demeo, Tyler L Overholt, Akanksha Mehta

Faculty, Staff and Student Publications

Objective: To describe a replicable model for a large-scale, cross-institutional, and student-driven initiative to promote gender equity within surgical fields.

Methods: To address the lack of a national infrastructure to support female medical students pursuing careers in Urology, a historically male-dominated specialty, the society of women in urology (SWIU) established its medical student section, called SWIUdents, as a student-led initiative to offer mentorship, education, and networking resources for future female urologists. In 2022, SWIUdents convened its first medical student leadership board, comprised of two co-chairs and four subcommittees focused on membership, program implementation, mentorship, and community relations. SWIUdents membership was …

Optimization Of A Mobile Imaging System To Aid In Evaluating Patients With Oral Lesions In A Dental Care Setting, Ruchika Mitbander, Jennifer Carns, Richard A Schwarz, Sean Anderson, Geethanjali Vipulanandan, Miriam Hernandez, Amelia E Hartzell, Jun Jiao, Ilona Rutkowska, Safia Durab, Sahar Sadeghi, Ashlee D Clayton, Nancy Bass, Loganayaki Anandasivam, Rachel A Giese, Ann M Gillenwater, Nadarajah Vigneswaran, Rebecca Richards-Kortum

Faculty, Staff and Student Publications

Significance: Oral cancer is often diagnosed at an advanced stage even though the oral cavity is easily accessible for examination. There is a need for tools to support early detection and help non-expert clinicians make appropriate referral recommendations.

Aim: We aim to evaluate a mobile detection of oral cancer (mDOC) smartphone-based autofluorescence imaging system by collecting data in a representative, low-prevalence population and optimizing a referral algorithm suitable for deployment in community dental settings.

Approach: Data were collected from patients at a community dental clinic using the mDOC system, which captures white light and autofluorescence images. A multi-input deep learning …

October 2025, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

• October is National Dental Hygiene Month!
• Reminder: YOGA class Oct. 14th for SWOSU employees
• Spooktacular Step Challenge
• Home Fire Safety
• Wellness Committee has three standing desks to loan out
• National Family Health Month
• Autumn Word Search

Three-Dimensional Human Mucopolysaccharidosis Iva Chondrocyte Culture Reveals Significant Impairments In The Lysosomal-Mitochondrial Crosstalk, Andrés Felipe Leal, Sampurna Saikia, Shaukat A. Khan, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Mucopolysaccharidosis IVA (MPS IVA) is a lysosomal storage disorder (LSD) caused by a deficiency of N-acetylgalactosamine-6-sulfate sulfatase enzyme. MPS IVA patients suffer from skeletal dysplasia due to the abnormal function of chondrocytes. Given the interactions of lysosomes with various intracellular organelles, it is not surprising that lysosomal dysfunction can lead to improper functioning of lysosome-interacting organelles such as mitochondria. Mitochondrial alterations have been evaluated in several LSDs; nevertheless, they have not been fully addressed in MPS IVA. In this study, we assessed the mitochondrial alterations in MPS IVA chondrocytes using a three-dimensional culture approach. Our findings revealed that MPS IVA …

Examining Burnout Among Athletic Trainers Employed In The College And Secondary School Settings, Stephanie M. Singe, Dayna Liu, Alexandrya Cairns

Clinical Practice in Athletic Training

Burnout continues to be an important concern for athletic trainers working traditional employment settings. The purpose of this study was to compare the secondary school and collegiate settings in relation to burnout. Both secondary school and collegiate athletic trainers participated in a self-reported, online cross-sectional design (Qualtrics) to collect data on their experiences with burnout. Data collection occurred during the second week of October 2023 and ceased during the early weeks of November. Collegiate athletic trainers reported moderate burnout overall (54.56 ±15.89) on the CBI whereas secondary school athletic trainers reported low burnout overall (46.67 ±16.57). On the personal-related burnout …

Mda At Your Service: Can I Be A Member Of Two Different Local Dental Societies?, Rachel Sinacola Dds, Ms

The Journal of the Michigan Dental Association

This Q&A section with MDA’s Membership Committee Chair Dr. Rachel Sinacola, clarifies membership and service issues. MDA membership is tripartite, including ADA and one local dental society. Members seeking to join an additional local society may inquire about affiliate membership, usually available for a fee. The MDA also offers travel medical insurance through GeoBlue, beneficial for international mission work or leisure, especially for Medicare recipients. Due to the upcoming launch of new association management software, members who previously used auto-renewal for dues must log in to their new profile this fall to set it up again. Additionally, the MDA offers …