Interventions Connecting Young People Living In Africa To Healthcare; A Systematic Review Using The Re-Aim Framework, Titilola Abike Gbaja-Biamila, Chisom Obiezu-Umeh, Ucheoma Nwaozuru, David Oladele, Alexis Engelhart, Thembekile Shato, Stacey Mason, Victoria Carter, Juliet Iwelunmor-Ezepue

2020-Current year OA Pubs

INTRODUCTION: Africa's young people are among the least focused groups in healthcare linkage. The disproportionally high burden of youth-related health problems is a burden, especially in developing regions like Africa, which have a high population of young people. More information is needed about factors that impact linkages in healthcare and the sustainability of health interventions among young people in Africa.

METHODS: A systematic literature search was performed from October 2020 to May 2022 in PubMed, CINAHL, Scopus, Global Health, and the Web of Science. Studies included in the review were conducted among young people aged 10-24 living in Africa, written …

Development, Usability, And Preliminary Efficacy Of A Virtual Reality Experience To Promote Healthy Lifestyle Behaviors In Children: Pilot Randomized Controlled Trial, Lauren A. Fowler, Melissa M. Vázquez, Bianca Depietro, Denise E. Wilfley, Ellen E. Fitzsimmons-Craft

2020-Current year OA Pubs

BACKGROUND: Virtual reality (VR) shows promise for supporting behavior change in children. This study used user-centered design to translate key tenets of behavioral health interventions into VR for children aged 6-12 years and their caregivers and examined the feasibility, acceptability, and preliminary efficacy of the VR experience in a pilot parallel, two-group randomized controlled trial (RCT).

METHODS: The VR experience incorporates psychoeducational content from evidence-based behavioral health interventions using voiceover and an interactive go-kart game related to the concepts of "food as fuel" and nutrition guidelines. Study 1 involved usability testing with n=5 child-caregiver dyads, which informed technical and content …

Examination Of The Differences And Similarities In The Classification Of Multiple Homicide Perpetrators, Lucy M. Papp

Theses and Dissertations

The applied dissertation compares the lifestyle and behavioral characteristics of mass, serial, and spree murderers. Historically, studies have focused on serial murder according to the perpetrator's typology or indicators at the crime scene. The current topics of research lack a comparison of these classifications. While the classification and described typologies are essential for academic and investigative purposes, understanding the impactful lifestyle factors of these perpetrators may also serve as an essential factor in predictive analysis, victimology, and the motive behind their heinous crimes.

The researcher collected data on the classifications for each type of multiple homicide perpetrator: mass, serial, and …

Navigating Black Identity: Black Young Adults’ Perception Of Being ‘Black Enough’ In America, Tabitha Omanano

Masters Theses

This thesis highlights young adults’ assumptions that social performance and certain cultural proficiencies validate one’s Blackness. I discuss cultural expressions and differences and social behaviors and why such markers and differences are insufficient to define and authenticate Black identity. I posit that the primary determinant of Blackness is a matter of biology and a shared historical context. I begin by reviewing historical and contemporary perspectives on the racial identity of African Americans and Black Africans across various eras in the United States. This is followed by analyzing the ways in which young people question their Black identities—ethnic, cultural, social, and …

Edison Elliot And The Midas Files, Brianne Hankes

Masters Theses

No abstract provided.

Autophonia: A Memoir In Essays, Amy Blanchard

Masters Theses

No abstract provided.

An Analysis Of Precision: Occlusion And Perspective Geometry’S Role In 6d Pose Estimation, Jeffrey Choate, Derek Worth, Scott Nykl, Clark N. Taylor, Brett J. Borghetti, Christine M. Schubert Kabban

Faculty Publications

Achieving precise 6 degrees of freedom (6D) pose estimation of rigid objects from color images is a critical challenge with wide-ranging applications in robotics and close-contact aircraft operations. This study investigates key techniques in the application of YOLOv5 object detection convolutional neural network (CNN) for 6D pose localization of aircraft using only color imagery. Traditional object detection labeling methods suffer from inaccuracies due to perspective geometry and being limited to visible key points. This research demonstrates that with precise labeling, a CNN can predict object features with near-pixel accuracy, effectively learning the distinct appearance of the object due to perspective …

Gnss Software Defined Radio: History, Current Developments, And Standardization Efforts, Thomas Pany, Dennis Akos, Javier Arribas, M. Zahidul H. Bhuiyan, Pau Closas, Fabio Dovis, Ignacio Fernandez-Hernandez, Carles Fernandez-Prades, Sanjeev Gunawardena, Todd Humphreys, Zaher M. Kassas, Jose A. Lopez Salcedo, Mario Nicola, Mario L. Psiaki, Alexander Rugamer, Yong-Jin Song, Jong-Hoon Won

Faculty Publications

Taking the work conducted by the global navigation satellite system (GNSS) software-defined radio (SDR) working group during the last decade as a seed, this contribution summarizes, for the first time, the history of GNSS SDR development. This report highlights selected SDR implementations and achievements that are available to the public or that influenced the general development of SDR. Aspects related to the standardization process of intermediate-frequency sample data and metadata are discussed, and an update of the Institute of Navigation SDR Standard is proposed. This work focuses on GNSS SDR implementations in general-purpose processors and leaves aside developments conducted on …

A Simple, Inexpensive Alkaline Method For Bacterial Dna Extraction From Environmental Samples For Pcr Surveillance And Microbiome Analyses, Abdulkarim Shwani, Bin Zuo, Adnan Alrubaye, Jiangchao Zhao, Douglas D. Rhoads

Poultry Science Faculty Publications and Presentations

DNA extraction for downstream molecular diagnostic applications can be an expensive, time-consuming process. We devised a method to quickly extract total bacterial DNA from environmental samples based on the sodium hydroxide lysis of cells with or without capture by magnetic beads for subsequent PCR or quantitative PCR. The final DNA extraction method using NaOH is extremely low-cost and can be completed in as little as 10 min at room temperature with dilution, or the DNA can be further purified using silica-coated paramagnetic beads. NaOH extraction was effective for Gram-negative and Gram-positive bacteria in samples from air, soil, sewage, food, laboratory …

North American Energy In The Crossfire, Guillermo J. Garcia Sanchez, James W. Coleman

Faculty Scholarship

North America is the beating heart of global energy markets un-dergoing a terrible energy crisis that threatens to upend both the economy and global security. The clearest path out of this global crisis is increasing energy supplies from North America, which can restore energy security and drive a transition to cleaner energy sources. The U.S., Mexico, and Canada have abundant and varied resources to surmount this challenge but are in dire need of stronger cooperation across borders, and between private and public actors to achieve this goal. This Article shows how energy law changes in the U.S. and Mexico present …

Virtual Energy, Joel B. Eisen, Felix Mormann, Heather E. Payne

Faculty Scholarship

From employment to education, many areas of our daily lives have gone virtual, including the virtual workplace and virtual classes. By comparison, the way we generate, deliver, and consume electricity is an anachronism. And the electric industry’s outdated business model and regulatory framework are failing. For the last century-and-a-half, we have relied on ever larger power plants to generate the electricity we consume, often hundreds of miles away from the point of production. But the outsized carbon footprint of these power plants and the need to transmit their output over long distances threaten the electric grid’s reliability, affordability, and long-term …

Realizing The Role Of Interdisciplinary Practices In Psycho-Educational Assessment For Learners With Special Education Needs/Disabilities In Guyana, Keon Cheong

Theses and Dissertations

A growing number of students are referred to special education sectors. With the growing numbers, there is a need for structures and systems to be in place to ensure that the least restrictive environment is used while ensuring that learners are adequately placed based on their abilities. This challenge is heightened in the Global South. In the Caribbean, few countries have legislation to address disabilities, and in locations where there is legislation, it is either outdated or not enforced. This dissertation conducts a systematic review using 60 studies to compile comprehensive research-based information about interdisciplinary practices, specifically in the psycho-educational …

Protocol For A Pilot Clinical Trial Of The Senolytic Drug Combination Dasatinib Plus Quercetin To Mitigate Age-Related Health And Cognitive Decline In Mental Disorders [Version 2; Peer Review: 1 Approved, 2 Approved With Reservations], Abigail Schweiger, Breno Diniz, Ginger Nicol, Julie Schweiger, Andes E Dasklakis-Perez, Eric J Lenze

2020-Current year OA Pubs

BACKGROUND: Major depressive disorder (MDD) and schizophrenia are linked to accelerated aging leading to reduced lifespan, health span and cognitive decline. Cellular senescence, in which cells lose proliferative capacity and develop a senescence-associated secretory phenotype (SASP), plays a role in this process. Emerging research suggests that the senolytic regimen of dasatinib+quercetin (D+Q) reduces senescent cells, potentially mitigating age-related health and cognitive decline. This pilot study aims to assess the feasibility and safety of D+Q in older adults with schizophrenia, schizoaffective disorder, and treatment-resistant depression (TRD).

METHODS: This single-center study will recruit 30 participants total aged 50 years or older with …

Cognitive And Functional Performance And Plasma Biomarkers Of Early Alzheimer's Disease In Down Syndrome, Emily K Schworer, Beau M Ances, Et Al.

2020-Current year OA Pubs

INTRODUCTION: People with Down syndrome (DS) have a 75% to 90% lifetime risk of Alzheimer's disease (AD). AD pathology begins a decade or more prior to onset of clinical AD dementia in people with DS. It is not clear if plasma biomarkers of AD pathology are correlated with early cognitive and functional impairments in DS, and if these biomarkers could be used to track the early stages of AD in DS or to inform inclusion criteria for clinical AD treatment trials.

METHODS: This large cross-sectional cohort study investigated the associations between plasma biomarkers of amyloid beta (Aβ)42/40, total tau, and …

Impahct: A Randomized Phase 2b/3 Study Of Inhaled Imatinib For Pulmonary Arterial Hypertension, Hunter Gillies, Murali M Chakinala, Benjamin T Dake, Jeremy P Feldman, Marius M Hoeper, Marc Humbert, Zhi-Cheng Jing, Jonathan Langley, Vallerie V Mclaughlin, Ralph W Niven, Stephan Rosenkranz, Xiaosha Zhang, Nicholas S Hill

2020-Current year OA Pubs

AV-101 (imatinib) powder for inhalation, an investigational dry powder inhaled formulation of imatinib designed to target the underlying pathobiology of pulmonary arterial hypertension, was generally well tolerated in healthy adults in a phase 1 single and multiple ascending dose study.

Script-Based Implementation Of Automatic Grid Placement For Lattice Stereotactic Body Radiation Therapy, Wesley W Tucker, Thomas R Mazur, Matthew C Schmidt, Jessica Hilliard, Shahed Badiyan, Matthew B Spraker, James A Kavanaugh

2020-Current year OA Pubs

BACKGROUND AND PURPOSE: Spatially fractionated radiation therapy (SFRT) has demonstrated promising clinical response in treating large tumors with heterogeneous dose distributions. Lattice stereotactic body radiation therapy (SBRT) is an SFRT technique that leverages inverse optimization to precisely localize regions of high and lose dose within disease. The aim of this study was to evaluate an automated heuristic approach to sphere placement in lattice SBRT treatment planning.

MATERIALS AND METHODS: A script-based algorithm for sphere placement in lattice SBRT based on rules described by protocol was implemented within a treatment planning system. The script was applied to 22 treated cases and …

Pathfinder: A Novel Graph Transformer Model To Infer Multi-Cell Intra- And Inter-Cellular Signaling Pathways And Communications, Jiarui Feng, Haoran Song, Michael Province, Guangfu Li, Philip R O Payne, Yixin Chen, Fuhai Li

2020-Current year OA Pubs

Recently, large-scale scRNA-seq datasets have been generated to understand the complex signaling mechanisms within the microenvironment of Alzheimer's Disease (AD), which are critical for identifying novel therapeutic targets and precision medicine. However, the background signaling networks are highly complex and interactive. It remains challenging to infer the core intra- and inter-multi-cell signaling communication networks using scRNA-seq data. In this study, we introduced a novel graph transformer model, PathFinder, to infer multi-cell intra- and inter-cellular signaling pathways and communications among multi-cell types. Compared with existing models, the novel and unique design of PathFinder is based on the divide-and-conquer strategy. This model …

Awareness, Access, And Communication: Provider Perspectives On Early Intervention Services For Children With Sickle Cell Disease, Andrew M Heitzer, Erin Macarthur, Mollie Tamboli, Ashley Wilson, Jane S Hankins, Catherine R Hoyt

2020-Current year OA Pubs

PURPOSE: This study aimed to identify determinants influencing the utilization of early intervention services among young children with sickle cell disease (SCD) based on perspectives from medical and early intervention providers.

DESIGN AND METHODS: Early intervention and medical providers from the catchment area surrounding St. Jude Children's Research Hospital and Washington University were recruited (20 total providers). Interviews were completed over the phone and audio recorded. All interviews were transcribed verbatim, coded, and analyzed using inductive thematic analysis.

RESULTS: Three overarching themes were identified from both groups: Awareness (e.g., lack of awareness about the EI system and SCD), Access (e.g., …

Children With Non-Central Nervous System Tumors Treated With Platinum-Based Chemotherapy Are At Risk For Hearing Loss And Cognitive Impairments, Allison J L'Hotta, Anne Spence, Taniya E Varughese, Kara Felts, Susan S Hayashi, Megan Jones-White, Emily Lafentres, Judith E C Lieu, Robert J Hayashi, Allison A King

2020-Current year OA Pubs

BACKGROUND: Childhood cancer survivors (CCS) with chemotherapy induced sensorineural hearing loss (SNHL) are at risk for neurocognitive impairments. The purpose of this study was to determine the relationship between SNHL and cognitive function among CCS.

PROCEDURE: Inclusion: non-CNS solid tumor diagnosis; history of platinum chemotherapy (cisplatin and/or carboplatin); 8-17 years of age; off anti-cancer treatment for ≥6 months; and English speaking. Exclusion: history of intrathecal chemotherapy, cranial radiation, or baseline neurocognitive disorder. Participants completed the NIH Toolbox Cognition Battery at enrollment.

RESULTS: Fifty-seven individuals enrolled; 52 completed full cognitive testing. Participants were on average 12.2 years of age and 7.0 …

Neurocognitive Outcome In Children With Sickle Cell Disease After Myeloimmunoablative Conditioning And Haploidentical Hematopoietic Stem Cell Transplantation: A Non-Randomized Clinical Trial, Suzanne Braniecki, Shalini Shenoy, Robert C Mckinstry, Et Al.

2020-Current year OA Pubs

BACKGROUND: Due to the risk of cerebral vascular injury, children and adolescents with high-risk sickle cell disease (SCD) experience neurocognitive decline over time. Haploidentical stem cell transplantation (HISCT) from human leukocyte antigen-matched sibling donors may slow or stop progression of neurocognitive changes.

OBJECTIVES: The study is to determine if HISCT can ameliorate SCD-associated neurocognitive changes and prevent neurocognitive progression, determine which specific areas of neurocognitive functioning are particularly vulnerable to SCD, and determine if there are age-related differences in neurocognitive functioning over time.

METHODS: We performed neurocognitive and neuroimaging in SCD recipients following HISCT. Children and adolescents with high-risk SCD …

Social Relationships, Amyloid Burden, And Dementia: The Aric-Pet Study, Renée C Groechel, Albert C Liu, Chelsea Liu, David S Knopman, Silvia Koton, Anna M Kucharska-Newton, Pamela L Lutsey, Thomas H Mosley, Priya Palta, A Richey Sharrett, Keenan A Walker, Dean F Wong, Rebecca F Gottesman

2020-Current year OA Pubs

INTRODUCTION: This study aimed to assess whether social relationships in mid-life reduce the risk of dementia related to amyloid burden.

METHODS: Participants in the Atherosclerosis Risk in Communities (ARIC) study were assessed for social support and isolation (visit 2; 1990-1992). A composite measure, "social relationships," was generated. Brain amyloid was evaluated with florbetapir positron emission tomography (PET); (visit 5; 2012-2014). Incident dementia cases were identified following visit 5 through 2019 using ongoing surveillance. Relative contributions of mid-life social relationships and elevated brain amyloid to incident dementia were evaluated with Cox regression models.

RESULTS: Among 310 participants without dementia, strong mid-life …

The Association Of Dementia Risk Symptoms And Functional Activity In Adults With Down Syndrome, Selena E Washington, Amy E Bodde, Brian C Helsel, Rebecca M Bollinger, Nora Smith, Lauren T Ptomey, Beau Ances, Susan L Stark

2020-Current year OA Pubs

INTRODUCTION: Adults with Down syndrome (DS) have an increased risk of Alzheimer's disease (AD) dementia, often showing neuropathological indicators by age 40. Physical function and activities of daily living (ADLs) are understudied areas of function that may inform dementia risk. We investigated associations among age, physical function (gait/balance, grip strength, and lower extremity strength), ADLs, and dementia risk symptoms in adults with DS. We hypothesized that compromised physical function and lower independence with ADLs would be associated with an informant/caregiver-reported measure of dementia risk symptoms.

METHODS: A secondary analysis for this cross-sectional study was completed using data from two academic …

Hack24f: Ai And Mental Health: Addressing The Therapy Gap, Samatrai Piam, Digvijay Mahawar, Meric Kinali, Luxman Surentha, Jackson Comeau, Gail Rauch, Cody Turner

Paul English Applied Artificial Intelligence (AI) Institute Publications

Real-World Problem: There is a global shortage of mental health professionals, especially in underserved areas. AI-based chatbots could help fill this gap, but there are serious ethical concerns about the quality of care and efficacy of such chatbots.

Solution: This is a non-technical project that involved conversing with existing chatbots in an effort to develop a normative framework that could be used by future AI therapy bot developers. This framework seeks to build on, and operationalize, some of the insights from the recently published whitepaper on the ethics of chatbot therapy by the UMass Boston Applied Ethics Center. This presentation …

Hack24f: Ai Audio Extractor, David Wu, Tiffany Nham

Paul English Applied Artificial Intelligence (AI) Institute Publications

I want to make a next.js website locally and then be able to hopefully deploy on Vercel. Within the website I want to be able to use AI to separate the instruments (vocals, piano, guitar, drums, bass, etc.) and also identify which notes are being played. I was thinking that we might be able to use an AI stem splitter to separate the audio tracks and use another AI model for note detection.

Hack24f: Ai Attacking Ai, Emry Hankins, Sofia Escobar, Yinxin Wan

Paul English Applied Artificial Intelligence (AI) Institute Publications

As MLaaS gains popularity, it also attracts new threats, in particular, model extraction attacks. These attacks involve unauthorized attempts to access and replicate AI models by querying and analyzing the response. Not only do these attacks pose a threat to security and safety but also compromises valuable intellectual property. Because businesses are increasing accessibility to their models that contain sensitive data, it is crucial that they are able to keep them safe and secure.

Hack24f: Careplus: Ai Chatbot, Arianna Fernandez, Sophia Cherkaoui

Paul English Applied Artificial Intelligence (AI) Institute Publications

90% of patients Google symptoms before they talk to their doctor. What are we developing? An app that asks for user symptoms and personal information, users AI to determine medical conditions and provides a plan of action, including recommended medications and suggested doctors to visit.

Hack24f: Llms And World Knowledge Problems, Chengtaon Lin, Joseph Lobo, Huuthanhvy Nguyen, Brian Santos, Ting Xu

Paul English Applied Artificial Intelligence (AI) Institute Publications

While AI “hallucinations” have been widely publicized by the media as shortcomings of Large Language Models (LLMs), there is much less awareness about shortcomings that derive from the potential lack of understanding of the world, from a potential lack of commonsense knowledge. We want to raise awareness among our student body about the potential fallibility of LLMs when they the problems that they need to solve require a basic understanding of the world. We hope that this awareness will prompt everyone to question more carefully the outputs generated by LLMs.

Hack24f: Examine The Human Creativity And Productivity In Ai Generated Content, Jongsoo Ha, Dante Barton, Onkar Khedkar, Neeti Shah, Yash Gondkar, Youxiang Zhu, Xiaohui Liang

Paul English Applied Artificial Intelligence (AI) Institute Publications

This project, presented at the Fall 2024 Hackathon, explores the balance between human creativity and productivity in the age of AI-generated content. With tools such as ChatGPT and Grammarly becoming integral to students’ academic workflows, questions surrounding originality, intellectual property, and academic integrity have grown increasingly urgent. The team addresses the challenge of distinguishing between human and AI contributions in content creation, particularly as current AI detection tools prove unreliable. Their proposed solution involves a system that not only detects AI-generated text using watermarking techniques but also quantifies contributions from humans and AI throughout the writing process.

Hack24f: Ai Conversations In Healthcare, Patrick Finger, Hannah Neale, Anthony Ferreira, Ayaz Mohammed

Paul English Applied Artificial Intelligence (AI) Institute Publications

Nursing students often complete clinical hours under the supervision of instructors in traditional hospital settings. However, obtaining individualized, consistent feedback from patients about their interactions with nursing students is often not feasible. This limits students' ability to fully understand how their communication skills are perceived and how they can improve. Currently, there are no models that represent realistic real life conversations with patients. Most virtual simulation models used for nursing students provide scripted responses that do not feel genuine.

Hack24f: Tori Project: An Llm Powered Personal Assistant That Speaks, Inal Mashukov, Avi Felzenstein

Paul English Applied Artificial Intelligence (AI) Institute Publications

The problem: remember Jarvis from Iron Man? If not, Jarvis is an AI personal assistant to Tony Stark, aka Iron Man, which can speak in a human-like manner, and is in charge of the systems of the Iron Man suit. Tony Stark also relies on Jarvis for direct access to information, automation of his projects, and helping with work in general. Currently, the “best” real-world alternatives to Jarvis are Siri and Alexa. These are NOT particularly intelligent. Wouldn't it be nice to have a Jarvis-like assistant that is: actually intelligent and resourceful, sounds human, runs locally/offline on your phone or …