Medicine and Health Sciences Commons^™

Determining Driving Ability Following Traumatic Brain Injury, Shauna M. Corrigan

Occupational Therapy Capstones

Introduction: A traumatic brain injury (TBI) can be a severe injury that causes lasting effects such as visual changes, challenges with concentration and memory, and problems with coordination and balance (Centers for Disease Control, 2024). This can impact an individual’s ability to safely return to the valued occupation of driving. Occupational therapists will commonly assess an individual’s ability to return to drive following a TBI, but they experience challenges in doing so due to a lack of standard method in assessing one’s safety while operating a motor vehicle (Baker et al., 2015; Tamietto et al., 2006; Classen et al., 2009; …

The Performance Of Machine Learning Algorithms In Predicting Under-Five Anaemia In Tanzania, Henry Ofori Duah, Derrick Nyantakyi Owusu, Godwin G. Duah, Paul Shidende

College of Nursing Faculty Research and Publications

Aim

Anaemia in children under five remains a major public health concern, contributing significantly to global child morbidity and mortality. With the rise of machine learning (ML), novel opportunities exist to model and predict anaemia more effectively. This study aimed to evaluate and compare the performance of five ML algorithms in predicting anaemia among under-five children in Tanzania.

Methods

We conducted a secondary data analysis using the 2017 Tanzania Malaria Indicator Survey (TMICS). The dataset (n = 5906) was randomly split into training (70%) and test (30%) sets. Five ML algorithms, Linear Discriminant Analysis (LDA), Logistic Regression, Random Forest (RF), …

Intermittent Phrenic Afferent Activation Induces Phrenic Motor Plasticity, Nicole M. Popp, Taylor C. Holmes, Elizabeth A. Rozycki, Kristi A. Streeter

Physical Therapy Faculty Research and Publications

Approaches such as electrical stimulation of the phrenic neuromuscular system are currently used in humans to manage breathing impairments. We recently showed that electrical stimulation of the diaphragm muscle induces phrenic afferent-dependent plasticity. These findings highlight the need to better understand the mechanisms of afferent-mediated plasticity to guide and improve the development of novel therapies using electrical stimulation. Here, we tested the hypothesis that intermittent activation of large-diameter phrenic afferents induces phrenic motor plasticity, which, like other forms of plasticity, is pattern sensitive. We delivered inspiratory-triggered electrical stimulation using a narrow pulse width (0.1 ms) to preferentially activate large-diameter afferents, …

Sport Training Day Affects Adolescent Athletes’ Sleep Schedules, Abigail Larson, Jena Heck Street, Roman De Guia, Jacob J. Capin

Physical Therapy Faculty Research and Publications

Introduction: Sufficient sleep is integral to overall health whereas suboptimal sleep puts athletes at greater risk for injury, lengthens their recovery time, and decreases their performance. Our purpose was to compare sleep across training days (i.e., competition, practice, and rest) in adolescent athletes, specifically identifying differences between nights before and after training.

Methods: Participants [n = 33 (14 male, 19 female), aged 15.6 ± 1.0 years] wore an activPAL accelerometer continuously for 14 consecutive days and completed a sleep log noting training day status (i.e., competition, practice, rest).

Results: Athletes slept less on the day after competition compared to …

Étude Multidisciplinaire Du Confort Des Bouchons D'Oreilles : Vers Une Protection Auditive Efficace En Milieu De Travail, Olivier Doutres, Franck Sgard, Alessia Negrini, Alain Berry, Chantal Gauvin

Rapports de recherche scientifique

L'utilisation de protecteurs auditifs individuels (PICB), tels que les casques ou les bouchons d’oreilles souvent recommandés comme mesure temporaire, reste souvent le seul moyen d'assurer la protection des travailleuses et travailleurs exposés quotidiennement à des niveaux de bruit dangereux. Actuellement, le choix d'un PICB est principalement basé sur des considérations liées à l’atténuation acoustique qu’il offre (et mesurée en laboratoire par des organisations certifiées), et/ou à des caractéristiques de l'environnement de travail, telles que la chaleur, l'hygiène et la compatibilité avec d'autres équipements de protection individuelle (EPI). Le port de PICB est connu pour générer de nombreux inconforts qui peuvent …

Indirect Treatment Comparison Of Tezepelumab Versus Other Biologics In Severe Chronic Rhinosinusitis With Nasal Polyps: A Systematic Literature Review And Network Meta-Analysis, Joseph K. Han, Joaquim Mullol, Claire Hopkins, Oliver Pfaar, Martin Desrosiers, Jason Steenkamp, Danny Gibson, Santiago Zuluaga Sanchez, Andrew Foster, Christopher S. Ambrose

Department of Otolaryngology (ENT) Faculty Publications

Introduction

This study compared the efficacy of tezepelumab with other approved biologics and endoscopic sinus surgery (ESS) using indirect treatment comparisons (ITCs) in adults with severe, uncontrolled chronic rhinosinusitis with nasal polyps (CRSwNP).

Methods

Randomized controlled trials (RCTs) identified via a systematic literature review (SLR) were synthesized in a network meta-analysis (NMA). Outcomes included change from baseline in nasal polyp score (NPS), nasal congestion/obstruction score (NCS/NOS), difficulty with sense of smell (DSS), Sino-Nasal Outcome Test-22 (SNOT-22) score, Lund Mackay score (LMS), time to nasal polyposis (NP) surgery decision, proportions requiring NP surgery or systemic corticosteroids (SCS), time to SCS use, …