Other Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Examining Benefits Of Early Intervention In Cases Of Pediatric Chronic Hypoxia, Kendra Stefan

University Honors Theses

There is a strong foundation of evidence and consensus in the literature that hypoxia has adverse impacts on brain function. Recent research has broadened the field in two directions. One is the treatment for acute hypoxic injuries, and the second is regarding the accumulative impact of intermittent or chronic hypoxia. Historically, in cases of acute hypoxia, action is taken to remedy the source of hypoxia. Physical and cognitive rehabilitation has typically been provided as needed depending on the severity of the injury. While cases of intermittent or chronic hypoxia may not demonstrate an acute urgency for treatment and rehabilitation, current …

Algorithmic Bias: Causes And Effects On Marginalized Communities, Katrina M. Baha

Undergraduate Honors Theses

Individuals from marginalized backgrounds face different healthcare outcomes due to algorithmic bias in the technological healthcare industry. Algorithmic biases, which are the biases that arise from the set of steps used to solve or analyze a problem, are evident when people from marginalized communities use healthcare technology. For example, many pulse oximeters, which are the medical devices used to measure oxygen saturation in the blood, are not able to accurately read people who have darker skin tones. Thus, people with darker skin tones are not able to receive proper health care due to their pulse oximetry data being inaccurate. This …

Development Of A Nurse Anesthesia Program Point-Of-Care Ultrasound Airway Examination Curriculum, Sarah Elyse Sandheinrich Butler, Colton Phillip Butler

Doctor of Nursing Practice Projects

Airway management is a critical and fundamental skill for anesthesia providers. Point-of-care ultrasound (POCUS) is an up-and-coming assessment technique that can provide critical information about a patient’s airway anatomy and may increase patient safety during anesthesia care. As a result, understanding the appropriate POCUS equipment, techniques, findings, and clinical implications for airway examination can become essential for safe and effective anesthesia practice. This project aimed to develop a clinical airway POCUS examination curriculum with detailed instructions on all aspects of appropriate examination equipment, set-up, technique, and implications for findings. The team designed the curriculum to incorporate it into the host …

Degree Of Uncertainty In Reporting Imaging Findings For Necrotizing Enterocolitis: A Secondary Analysis From A Pilot Randomized Diagnostic Trial, Disa Rathore, Kira Bourrett, Sherwin S. Chan, Erin Opfer, Alain Cuna

Research Days

Background: Uncertainty in reporting of imaging findings for necrotizing enterocolitis (NEC) can be challenging for clinicians and result in ambiguity, miscommunication, and potential diagnostic errors. The degree to which uncertainty complicates diagnostic imaging for NEC has not been characterized.

Objective: To determine the degree of uncertainty in diagnostic imaging for NEC.

Methods: We conducted a retrospective study using data from a previously completed pilot diagnostic randomized clinical trial (RCT). The study population comprised of preterm infants with suspected NEC who were randomized to either standard imaging with abdominal radiographs (AXR) alone or experimental imaging with AXR + add-on bowel ultrasound …

Center Based Cardiac Rehabilitation Outcomes Associated With Covid-19 Pandemic: A Retrospective Comparative Cohort Study, Haley Williams, Kayla Woodworth

Doctor of Nursing Practice Projects: College of Nursing

Background: Traditional cardiac rehabilitation (CR) is a multidisciplinary, multifaceted program for cardiac patients. Throughout the Covid-19 pandemic, health care, including center-based CR (CBCR) programs, were closed to in-person sessions. Even with the return to CBCR participation, patient outcomes may have been affected by this disruption in care. The goal of this study was to determine if CR participation outcomes differed before and after CBCR program closure due to Covid-19.

Methods: A retrospective comparative cohort design was used to examine CR participant outcome data before and after the Covid-19 pandemic. Convenience sampling of CR participants at a large, urban …

Implementation Of A Nurse-Led Clinical Algorithm For Pressure Injury Prevention Associated With Non-Invasive Ventilation Medical Device Use, Capri Steinkuhler, Kaitlin Rogge

Doctor of Nursing Practice Projects: College of Nursing

Purpose and Aims

Medical device related pressure injuries (PI) account for as much as 61-81% of all hospital reported wound incidents (Gefen et al., 2020) and are frequently caused by respiratory devices such as non-invasive ventilation (NIV). Use of NIV in critically ill patients dramatically increased during the pandemic. PI are one of the leading causes of injury to hospitalized patients and lengthens hospital stays (National Pressure Injury Advisory Panel [NPIAP], 2019). The NPIAP recommends routine skin assessment under devices, proper mask fit, protective barrier, moisture reduction, and interdisciplinary collaboration to prevent PIs from NIV masks. This feasibility study’s purpose …

Cardiovascular Disease Prediction Modelling: A Machine Learning Approach, Usmaan Al-Shehab, Maduka Gunasinghe, Yousuf Elkhoga, Nimay Patel, Juliana Yang

Stratford Campus Research Day

The objective of this project is to utilize the UCI Heart Disease dataset to identify physiological biomarkers that are highly correlated with heart disease incidence. A predictive model can then be developed using these biomarkers to estimate the likelihood of someone having or developing a heart-related condition. This study compares the efficacy of predicting cardiovascular disease as an outcome using three machine learning algorithms: Support Vector Machine, Gaussian Naive Bayes, and logistic regression. Support Vector Machine works by creating hyperplanes between data points to conduct classification. Gaussian Naive Bayes works by using the conditional probabilities of events to classify the …

Management And Considerations In The Usage Of Txa In Hemorrhagic Trauma Patients, Matthew Petterson, James Espinosa, Alan Lucerna

Stratford Campus Research Day

Tranexamic acid is a synthetic reversible competitive inhibitor that exerts its action on plasminogen, preventing plasmin formation and deterring fibrinolysis.1 Current FDA-approved indications of TXA include heavy menstrual bleeding and short-term blood loss prevention in patients with hemophilia following tooth extraction.1 TXA has more recently been utilized in the management of massive hemorrhagic trauma patients despite this being an off-label use. While TXA has shown promise as a hemostatic agent for this patient population, considerations in the pre-hospital and hospital settings must be examined for its integration into massive hemorrhage protocols.

The Relationships Among Proprioception, Balance, And Cognitive Perception Of Body Awareness In College Students, Courtney Helmick

Honors College Theses

Introduction: Proprioception is an important physiological function that is essential for activities of daily living as well as exercise and sport performance. Integration of proprioceptive signals plays a key role in both static and dynamic balance. Previously, researchers have assessed the relationship between balance and proprioception, however, the effect of cognitive perception of body awareness has not previously been included in this research. The aim of this pilot study was to explore the relationships among lower extremity proprioception, dynamic balance, and cognitive perception of body awareness in college students.

Methods: Nineteen apparently healthy college students (age 21.26 ± 1.10 years, …

Anti-Factor Xa Level Monitoring For Enoxaparin Prophylaxis And Treatment In High-Risk Patient Groups, Lucie Sikes, Kipson Charles, Abigail Antigua, Rima Patel, Selina Imboywa, Pheba Cherian

HCA Healthcare Journal of Medicine

Monitoring anti-factor Xa levels is a controversial topic in the inpatient setting due to resource utilization and unclear conditional guideline recommendations regarding this practice. Enoxaparin dosing in certain high-risk patient populations such as those with low body weight, obesity, renal insufficiency, and pregnancy has not been determined. The objective of this review was to assess the safety and efficacy of enoxaparin monitoring via anti-factor Xa levels in high-risk patient populations.

The PubMed database was searched for articles related to low-molecular-weight heparin monitoring. Randomized controlled trials and meta-analyses that evaluated the safety and efficacy of enoxaparin prophylaxis and treatment in patients …

Head And Neck Tumor Histopathological Image Representation With Pre- Trained Convolutional Neural Network And Vision Transformer, Ranny Rahaningrum Herdiantoputri, Daisuke Komura, Tohru Ikeda, Shumpei Ishikawa

Journal of Dentistry Indonesia

Image representation via machine learning is an approach to quantitatively represent histopathological images of head and neck tumors for future applications of artificial intelligence-assisted pathological diagnosis systems. Objective: This study compares image representations produced by a pre-trained convolutional neural network (VGG16) to those produced by a vision transformer (ViT-L/14) in terms of the classification performance of head and neck tumors. Methods: W hole-slide images of five oral t umor categories (n = 319 cases) were analyzed. Image patches were created from manually annotated regions at 4096, 2048, and 1024 pixels and rescaled to 256 pixels. Image representations were …

Patient And Provider Experience With Artificial Intelligence Screening Technology For Diabetic Retinopathy In A Rural Primary Care Setting, Brian M. Nolan, Emma R. Daybranch, Kerri Barton, Neil Korsen

Journal of Maine Medical Center

Introduction: The development of autonomous artificial intelligence for interpreting diabetic retinopathy (DR) images has allowed for point-of-care testing in the primary care setting. This study describes patient and provider experiences and perceptions of the artificial intelligence DR screening technology called EyeArt by EyeNuk during implementation of the tool at Western Maine Primary Care in Norway, Maine.

Methods: This non-randomized, single-center, prospective observational study surveyed 102 patients and 13 primary care providers on their experience of the new screening intervention.

Results: All surveyed providers agreed that the new screening tool would improve access and annual screening rates. Some providers also identified …

Meta-Narrative Review Of Possible Impacts Of Genetic Screening On Treatment Of Breast Cancer, Toqa Al Alawi, Sheza Khan, Ivey Knebel, Steven Luong, Vilma Sanchez, Kamilah Walker-Charles

Research Methods Poster Session 2023

Objective: To examine the impacts of genetic screening on the treatment of breast cancer, in relation to differences, outcomes and decisions in treatment plans or surgery in patients that performed genetic screening versus those that did not.

Background: Genetic screening technology has become commercially available, yet standard preventative care for breast cancer has no genetic screening involved. Genetic screening in breast cancer treatment is performed, but its usage is not standardized.

Methods: Findings were synthesized using the meta-narrative review style to examine articles retrieved from searches of digital databases PubMed and the M.D. Anderson Scholarly Library.

Discussion: Articles were selected …

Comparación De Las Manifestaciones Oculares Durante El Contagio Por Covid-19 Y Después De La Vacunación, Luisa Fernanda Aguilar Serrano, Daniel Sebastián Cruz Mendoza, Nicolle Daniela Hernández Pacheco, Diana Valeria Rey-Rodríguez, Laura Nathaly Rojas Sánchez

Ciencia y Tecnología para la Salud Visual y Ocular

El objetivo del presente estudio es identificar la frecuencia de manifestaciones sistémicas y oculares en pacientes diagnosticados con COVID-19, y analizar los síntomas asociados a la vacunación. Como metodología, se diseñó un cuestionario de 15 preguntas sobre manifestaciones oculares asociadas a la SARS-CoV-2 y síntomas tras la vacunación. Se realizó un análisis descriptivo, incluyendo el uso de porcentajes y frecuencias para variables cualitativas. Se realizaron análisis bivariados según la relación existentes entre las variables de interés. En el estudio participaron 270 personas en los siguientes porcentajes según edad: menores de 18 años, 10,7 % (29 personas); de 18 a 30 …

Efecto Del Humo De Tabaco En La Película Lagrimal En Fumadores Activos Y Pasivos: Revisión De Tema, Mayra Jessica Tapia-Vargas, Mitzi Lorea Rodríguez De La Torre, Aranza Valeria García-Figueroa, Amabile A. Velo-Silvestre

Ciencia y Tecnología para la Salud Visual y Ocular

Fumar tabaco de modo habitual, así como estar expuesto prolongadamente al humo del tabaco, son factores de riesgo para el desarrollo de diversos problemas en la superficie ocular; entre ellos, las alteraciones en la lágrima. El objetivo de esta revisión de tema es sintetizar la evidencia disponible sobre los diversos cambios que puede presentar la película lagrimal por la exposición del humo de tabaco. Para ello, se incluyeron estudios clínicos publicados entre los años 2016 y 2021, La búsqueda se realizó en tres bases de datos: PubMed, Web of Science y Science Direct, mediante las siguientes palabras clave: “tear film” …

Efficacy Of Kidney Reperfusion Treatments Relative To Function And Survival Rates After Transplantation, Mitchell Rohr

Senior Honors Theses

Donor kidneys are damaged upon circulatory death before being preserved with machine perfusion until transplantation. During machine perfusion, blood is pumped back into the vasculature of the kidney, causing damage called ischemic reperfusion injury. The two forms of machine perfusion are hypothermic machine perfusion and normothermic machine perfusion. Different methods of treatment can be used during either hypothermic machine perfusion or normothermic machine perfusion to prevent ischemic reperfusion injury. Each of the treatment methods that were reviewed showed potential for preventing ischemic reperfusion injury, with hypothermic treatments having higher average levels of feasibility than normothermic treatments. The effect of the …

Where Do We Draw The Line? The Ethical Dilemma Involved In Genetic Engineering And Gene Therapy, Amber Schrag

Senior Honors Theses

Genetic engineering and gene therapy are greatly disputed in our time. With the advancement of technology, one has the power to manipulate genes in the body, which raises the questions: What is our role in this? Is there a limit to this power, or should there be? This paper reviews the uses of this technology and evaluates the ethics from a scientific and Biblical point of view. It is concluded that using gene therapy to help cure diseases is very beneficial in both the scientific and Biblical realm as it is restoring individuals back to health and wholeness.

Post-Partum Depression (Ppd) Screening Tools Effectiveness In Refugee Populations, Joshua Jensen

Annual Research Symposium

Purpose:

Immigrant mothers check all the boxes that are significant risk factors for developing or exacerbating Postpartum Depression (PPD). These risk factors include, suffering in solitude, cultural conceptualizations, barriers to help seeking, and a lack of facilitators to help seeking. Despite this very little research has been done to find effective screening methods for this population.

The purpose of this research project is to compile the works of those before me to determine whether the Edinburgh Postnatal Depression or the PHQ 9 screening tool is the most effective for immigrant mothers.

Methods:

Research determining the effectivity of the two tests …

Performance Of A Sars-Cov-2 Rt-Pcr Assay With Non-Traditional Specimen Types, Subathra Marimuthu, Holly Aliesky, Heather Ness, Daniya Sheikh, Sathya Rashmit, Dawn Balcom, Leslie A. Wolf

The University of Louisville Journal of Respiratory Infections

During the first two years of the coronavirus disease 2019 (COVID-19) pandemic, nasopharyngeal (NP) specimens were the gold standard for clinical diagnostic testing. As information about the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causing the pandemic continued to be shared, it was clear that the virus could be detected in other specimen types during an active infection. The University of Louisville Infectious Diseases Laboratory accepted non-traditional specimen types, most without a paired, positive NP result, for research purposes only to support local epidemiology efforts. A real-time reverse transcription-polymerase chain reaction (RT-PCR) assay originally validated for NP specimens was used …

Digital 3d Brain Mri Arterial Territories Atlas, Chin-Fu Liu, Johnny Hsu, Xin Xu, Ganghyun Kim, Shannon M. Sheppard, Erin L. Meier, Michael I. Miller, Argye E. Hillis, Andreia V. Faria

Communication Sciences and Disorders Faculty Articles and Research

The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipated by clinicians and clinical researchers, no digital MRI arterial atlas is readily available for automated data analyses. We created a digital arterial territory atlas based on lesion distributions in 1,298 patients with acute stroke. The lesions were manually traced in the diffusion-weighted MRIs, binary stroke masks were mapped to a common space, probability maps of lesions were generated and the boundaries for each arterial territory was defined based on the ratio between probabilistic maps. …