Medicine and Health Sciences Commons^™

Perturbation-Based Gait Training, Julia Bohlman, Ashwini Kulkarni

Undergraduate Research Symposium

Background:

Falls during walking are common in older adults and individuals with Parkinson’s disease (PD) [1]. These falls are often caused by trips [2]. Injuries caused by falls can be severe, in all age groups and populations. Given the potential severity of injuries resulting from falls, it is crucial to implement interventions aimed at preventing falls. Such interventions focus on anticipatory and/or reactive mechanisms. Perturbation-based gait training (PBT) addresses both mechanisms by intentionally destabilizing participants to induce a loss of stability, triggering a motor response to regain postural stability. PBT works on the principle of specificity. While earlier studies on …

Enhancement Of Deep Learning Protein Structure Prediction, Ruoming Shen

Modeling, Simulation and Visualization Student Capstone Conference

Protein modeling is a rapidly expanding field with valuable applications in the pharmaceutical industry. Accurate protein structure prediction facilitates drug design, as extensive knowledge about the atomic structure of a given protein enables scientists to target that protein in the human body. However, protein structure identification in certain types of protein images remains challenging, with medium resolution cryogenic electron microscopy (cryo-EM) protein density maps particularly difficult to analyze. Recent advancements in computational methods, namely deep learning, have improved protein modeling. To maximize its accuracy, a deep learning model requires copious amounts of up-to-date training data.

This project explores DeepSSETracer, a …

A Comparison Of Nonverbal And Paraverbal Behaviors In Simulated And Virtual Patient Encounters, Sarah Powers, Mark W. Scerbo, Matthew Pacailler, Macy Kisiel, Baillie Hirst, Ginger S. Watson, Lauren Hamel, Fred Kron

Modeling, Simulation and Visualization Student Capstone Conference

The present study assessed whether trainees display similar nonverbal and paraverbal behaviors when interacting with a simulated (SP) and virtual patient (VP). Sixty second slices of time following four interactions were rated for the presence and frequency of three nonverbal and paraverbal behaviors. Results revealed that students exhibited fewer behaviors in the VP interaction, possibly due to differences social inhibition or fidelity between the two formats.

Review Of Nighttime Temperature Effects On Long-Term Health Condition Through Sleep Studies, Sydnie Matkins

Modeling, Simulation and Visualization Student Capstone Conference

Over the past 40 years, there has been increasing interest in human sleep quality and duration. This nonsystematic review looked at over 80 peer-reviewed papers on the association among sleep, temperature, and long-term health conditions. Generally, warmer temperatures lend to poorer sleep quality, and poor sleep quality lend to mental illness and a higher risk of coronary heart disease and mortality. Future research should be to conduct a study that relies more on health records rather than questionnaires to accurately map current and future health quality.

Medical Manikin Augmented Reality Simulation (M2ars), Pauline Delacruz, Jacob Gibson, Daniel Howard, Jaclyn Peacock, Kendall Robbins

Modeling, Simulation and Visualization Student Capstone Conference

The Medical Manikin Augmented Reality Simulation (M2ARS) is an augmented reality simulation application built for the Microsoft HoloLens 2 that uses the principles of anatomy transfer to overlay human anatomical structures onto a medical manikin digitally. These structures currently consist of the skeletal, muscular, and circulatory systems. In addition, a model of the lungs and an animated heart are also available within the simulation. M2ARS allows the user to view these structures in a manner that is both visually and spatially accurate to the human body. This application contains two modes; an augmented reality mode, which uses a manikin, and …

Multi-Modality Breast Mri Segmentation Using Nn-Unet For Preoperative Planning Of Robotic Surgery Navigation, Motaz Alqaoud, John Plemmons Md, Eric Feliberti Md, Facs, Krishnanand Kaipa, Siqin Dong, Gabor Fichtinger, Yimming Xiao, Michel Audette

Modeling, Simulation and Visualization Student Capstone Conference

Segmentation of the chest region and breast tissues is essential for surgery planning and navigation. This paper proposes the foundation for preoperative segmentation based on two cascaded architectures of deep neural networks (DNN) based on the state-of-the-art nnU-Net. Additionally, this study introduces a polyvinyl alcohol cryogel (PVA-C) breast phantom based on the segmentation of the DNN automated approach, enabling the experiments of navigation system for robotic breast surgery. Multi-modality breast MRI datasets of T2W and STIR images were acquired from 10 patients. Segmentation evaluation utilized the Dice Similarity Coefficient (DSC), segmentation accuracy, sensitivity, and specificity. First, a single class labeling …

A Field Study In An Urban Area: Examining Distracted Pedestrian Unsafe Crossing Behavior, Emma Hood

Undergraduate Research Symposium

A field study examining distracted pedestrian unsafe crossing behavior in an urban area. The study is among the first to contribute knowledge to environmental alterations impact on crossing behavior. Portions of the abstract are a part of a manuscript that will be submitted to Psi Chi Journal of Psychological Research for undergraduate students.

There's An App For That: Promoting Health App Use In Rural Ireland, Noor Yahya, Marcus Simon

Undergraduate Research Symposium

Problem Statement: Smartphones and mobile applications (commonly referred to as apps) were first introduced in the late 20th century and early 21st century. Due to the public’s time constraints, lack of transportation, lack of medical insurance, and a growing desire for healthier lifestyles, the total global mHealth market forecast to reach 100 billion dollars in 2021 – a fivefold increase from 21 billion in 2016. mHealth apps have been successfully used for health promotion activities but barriers such as lack of knowledge and comfort in using health apps exist.

Purpose: Evaluate readiness of a rural community and the …

“It’S Pretty Hard To Make Friends Over A Zoom Meeting Room”: Understanding The Recreational Experiences Of Youth With Type 1 Diabetes During Covid-19, Ryan Malpaya, Rowan Williams

Undergraduate Research Symposium

Youth with diabetes frequently have limited access to traditional camps because of the need for accessible medical staff (Hill, E., 2019). COVID-19 has made it even more difficult for youth with type 1 diabetes to participate in any youth development programs due to the pandemic restrictions. During the pandemic, it is unknown if youth with T1D are able to engage in any recreational activities that may teach them resilience and independence in managing their medical condition. The purpose of this study was to see how youth with T1D cope in an altered recreation environment as a result of COVID-19

Using …

Interventions For Child Labor In The Indian Brick Kiln Industry, Ishaan Nandwani

Virginias Collegiate Honors Council Conference

Hazardous child labor is defined as work which, by its nature, is harmful to the health, safety, and moral of children. Hazardous child labor is notably found in the brick kiln industry of India. Families rely on their children to increase their productivity, largely due to debt bondage. Other reasons for child labor in this industry include barriers to educational opportunities and social implications resulting from the caste system. It is beneficial for intervention policies to prioritize eradicating debt bondage. However, this can only be accomplished if alternative working options are available. Previous efforts to increase working opportunities in rural …

Upper Limb Rehabilitation For Amputees, Michaela Ramandanes

Virginias Collegiate Honors Council Conference

It is estimated that 75% of the 30 million people that need prosthetic devices lack access to the technologies they need. This suggests a need for solutions outside of standard healthcare models. In this work we present a solution by development of a simple, safe and accessible at-home exercise program for individuals with upper limb loss. It is intended to help amputees strengthen the muscles needed to operate body-powered prostheses when muscles have atrophied from lack of use. Extensive research identified the most effective exercises to hinder overuse injuries. The exercises were compiled and published on a website with a …

Novel Method Of Supplementing Current Depression Treatments: Using Autonomous Sensory Meridian Response-Centered Therapy To Improve Constipation-Associated Comorbidity Of Depression, Shivam Patel

Virginias Collegiate Honors Council Conference

One-third of individuals struggling with constipation also suffer chronically from comorbid depression, but the evidently shared etiology has remained relatively ambiguous. This proposed study aims to analyze the role of Autonomous Sensory Meridian Response (ASMR), a newly recorded neural phenomenon that causes relaxing “tingles” from unique “triggers” in a subset of individuals, in altering serotonin (5-HT) levels within the ENS to aid with both depression and constipation. In depressed individuals, reduced 5-HT has been clinically accepted as a key symptom and is frequently treated with ineffective SSRIs. Prospective alternative methods of non-invasive treatment, such as ASMR, would not only aid …

Canine Cognitive Dysfunction (Ccd), Alzheimer’S Disease (Ad), And Β-Amyloid Accumulation: Using Ccd As A Reference For The Development Of Ad Treatments And Therapies, Isabel Gibbs

Virginias Collegiate Honors Council Conference

I researched the similarities and differences between Canine Cognitive Dysfunction (CCD)—a disease with symptoms and progression pattern that parallels Alzheimer’s Disease (AD)—and AD. I studied how β-amyloid accumulates in various brain regions—such as the prefrontal, occipital, entorhinal and parietal cortices—in canines to determine how β-amyloid accumulation is associated with the development of behaviors signifying cognitive decline observed in CCD and AD—such as changes in the sleep-wake cycle, social interaction, housetraining, and general orientation—in order to understand how neuroscientists may be able to derive new understandings from a canine model with CCD, and apply them to humans with AD to develop …

Antidepressants Versus Music Therapy: Which Treatment Is Better For Treating Depression In Parkinson's Disease?, Emaan Dawood

Virginias Collegiate Honors Council Conference

Music and medicine are merging to treat depression in Parkinson’s disease (PD). Antidepressants, the current standard, demonstrate mixed effects in clinical trials, warranting other treatment options. Here, I compare music therapy to antidepressants in the treatment of depression in PD via literature review. Studies of depressed PD patients undergoing music therapy and/or antidepressants were reviewed with attention to variables including depression (on a patient-reported outcome) that were measured pre- and post- therapy. In the music studies, improvements were seen in depression. Methodological inconsistencies across these studies, a paucity of studies, and small sample sizes, however, necessitate more research to reach …

From Their Perspective: A Qualitative Analysis Of Stroke Survivor’S Motivation To Participate In Rehabilitation, Katie Tinsley, Rachel Johnson

Undergraduate Research Symposium

Introduction: It is common practice for healthcare professionals to make judgments about a patient's motivation based on their demeanor and compliance with therapy. Motivation is one of the predictors used to determine a stroke survivor's rehabilitation potential. There are several theories and constructs for motivation; however, there is limited research applying these concepts in stroke rehabilitation. Rehabilitation clinicians primarily rely on their clinical judgment and consult the evidence from related fields to identify the motivational needs of a stroke survivor. The objective of this study was to understand specific barriers to participation and identify motivational needs to sustain engagement in …

Iot Devices In The Public Health Sector, Cayla Young

Cybersecurity Undergraduate Research Showcase

In this research, proper attention is drawn to privacy and security concerns with the integration of Internet of Things (IoT) devices in the public health sector. Often, not much attention is given to IoT devices and its vulnerabilities concerning the medical industry. Effects of COVID-19 contact tracing applications are explored through research of various source types. Mitigation techniques for these privacy and security issues is given. Focus is brought to topics outlining the risks associated with genetic testing companies and the vulnerabilities of data collection and data storage. Recommendations are provided to help consumers avoid these risks. Lastly, a comprehensive …

Increasing Mental Health Literacy In The African American Community: Collaborations Between Mental Health Professionals And The Black Church, Brianna Simmons

Virginias Collegiate Honors Council Conference

African Americans tend to underutilize mental health services due to historical and present institutionalized racism, misdiagnoses, and misunderstandings, and to the lack of representation in the mental health field (Dempsey, Butler, and Gaither, 2016). African Americans thus turn to the Black Church for help. Clergy members of the Black Church use biblical counseling, which consists of seeking God’s wisdom (Dempsey et al., 2016). This differs from traditional psychological counseling where formalized diagnostic criteria are followed, and medication is often prescribed. Despite these differences between the Black Church and professional mental health agencies, there are a number of commonalities, such as …

Exploring The Influence Of The Peer Educator Role On Physical Activity, Exercise Patterns, Physical Fitness, Daily Functioning, And Health Harming Habits In People Living With Hiv, Stephanie Jen, Jacob Wait, Amanda Pedrazoli, Kenneisha Edmonds

Undergraduate Research Symposium

With the progression of standardized HIV treatment and antiretroviral drugs, the outcomes for people living with HIV (PLHIV) have improved from a death sentence to a manageable chronic disease. Although PLHIV are living longer than before, they experience multi-morbidities more frequently and earlier than persons without HIV. These morbidities, such as type-2 diabetes, cardiovascular diseases, and obesity, are associated with sedentary lifestyles. It is well-established in the research of the general population that regular physical activity is a health promotion behavior that can prevent and/or mitigate the onset and severity of chronic diseases. Also recent meta-analyses have linked exercise to …

Factors Influencing Distribution Of Prosthetic Devices In Iran: An Economic Analysis, Sarah Tensen

Virginias Collegiate Honors Council Conference

An estimated 177,622 Iranians have suffered an injury resulting in amputation. Prosthetic devices in Iran are scarce due to wealth disparity, wars, and lack of vital resources. Without prosthetic devices, amputees face unemployment, homelessness, a lowered self-esteem and cannot fully participate in society. I examined economic factors influencing the distribution of prosthetic devices and reviewed articles that focus on healthcare costs, distributions and services, relationships between Iran and other countries, etiology of amputation to find a solution for the prosthetic distribution issues. I concluded issues resulted from high costs, unequal distributions of wealth and resources, unsafe conditions, and a deficit …

Granting Personhood For Sentient Non-Human Animals And Sentient Artificial Intelligences: A Demonstrative Argument, Jeremiah Meadows

Virginias Collegiate Honors Council Conference

While the subject of personhood has been exhaustively debated regarding the unborn, personhood for sentient animals and artificial intelligences is a concept that is rarely deliberated. Humanity has learned that there are multiple animal species which are very similar to humans in their self-awareness, emotional capacity, and free will. These traits have been partially developed for artificial intelligences as well, and those characteristics will evolve alongside human and technological development. As stratified societies emerged, there have been multiple occurrences where individuals were deemed lesser but then later acquired equal standing. Dr. Daniel Wilson, roboticist, wrote in his novel Robopocalypse, “It …

The Use Of Rhyme, Rhythm, And Melody As A Form Of Repetition Priming To Aid In Encoding, Storage, And Retrieval Of Semantic Memories In Alzheimer’S Patients, Faiz Plastikwala

Virginias Collegiate Honors Council Conference

Treating Alzheimer’s disease, especially through non-pharmaceutical means, has become increasingly important over the past few decades. I examined the use of melody, rhyme, and rhythm as encoding mechanisms to aid in the retrieval of long term semantic information by juxtaposing previous experiments in the field. Melody, rhyme, and rhythm provide an organizational structure to facilitate the encoding of information. Specifically, chunking, the grouping of smaller units into larger ‘chunks’, helps facilitate long term encoding in patients, and is the byproduct of the organizational structure of a text. A major drawback of using these devices is the loss in the depth …

Depression In Low-Income Adolescents: Guidelines For School-Based Depression Intervention Programs, Gopika Hari

Virginias Collegiate Honors Council Conference

Studies reveal that low income is a significant risk factor for depression and only roughly 25% of children with mental illnesses receive adequate help, the majority of which comes from schools. This study establishes guidelines for depression intervention programs in low-income high schools through a literature review of current practices. This study found that a multi-layered approach with screening, universal education, and high-risk intervention is most effective. Screening should be conducted with a modified PHQ-a test and timely clinical interviews by school psychologists. All students and teachers should receive universal depression education curriculum consisting of principles like depression literacy and …

Latanoprost And Timolol In Hydrogel Soft Drug-Dispensing Contact Lenses: A Comparative Analysis, Neha Potdar

Virginias Collegiate Honors Council Conference

Glaucoma patients only can instill glaucoma eye drops. This results in 1-7% absorption of the medication. Surveys show that patients forget to take their medication and have difficulty inserting their eye drops. Researchers at the Massachusetts Eye and Ear Infirmary have developed latanoprost drug-dispensing hydrogel soft contact lenses that dispense the drug to help facilitate the process. However, some glaucoma patients do not respond to latanoprost because they have uveitic glaucoma or do not want to experience latanoprost’s ocular side effects. Patients need an alternative which can be inserted into these contact lenses. Another commonly used glaucoma drug is timolol …