Digital Commons Network^™

The Nitrogen Footprint Of Ukraine: Why Personal Consumption Matters, Sergiy Medinets, Allison M. Leach, Tetiana Pavlik, Volodymyr Medinets, James N. Galloway

Faculty Publications

Unintended reactive nitrogen (N) losses from agriculture, energy and transportation pose significant environmental hazards, including eutrophication, acidification, water and air pollution, biodiversity loss, human health risks and climate change. The concept of a nitrogen footprint (NF) emerges as a pivotal metric, reflecting potential N losses in the entire production-consumption chain of goods and services used by an individual within a defined timeframe.In a pioneering assessment of per capita NF in Ukraine, key factors, such as the food production chain, consumption patterns, connection to wastewater treatment (WWT) system and the efficacy of WWT facilities, were identified as critical components. Addressing specific …

Deep Learning Model Compression On Edge Devices For Audio, Afsana Rahman Mou

Theses and Dissertations

Audio classification plays a crucial role in interpreting and understanding soundscapes, enabling applications like voice assistants, sound event detection, and music analysis. However, deploying deep learning models for audio classification on edge devices presents significant challenges. These models often require substantial computational resources and memory, which are limited on edge devices. Balancing performance, efficiency, and accuracy remains a key hurdle in this field. In this research, we explore various deep learning architectures, including Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), and Audio Spectrogram Transformer (AST), for the purpose of audio classification on the ESC 50 and Audio Set datasets. …

Circulating Metabolic Profile In Idiopathic Pulmonary Fibrosis: Data From The Ipf-Pro Registry, Ross Summer, Jamie Todd, Megan Neely, L. Jason Lobo, Andrew Namen, L. Kristin Newby, Shirin Shafazand, Sally Suliman, Christian Hesslinger, Sascha Keller, Thomas Leonard, Scott M Palmer, Olga Ilkayeva, Michael Muehlbauer, Christopher Newgard, Jesse Roman

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

BACKGROUND: The circulating metabolome, reflecting underlying cellular processes and disease biology, has not been fully characterized in patients with idiopathic pulmonary fibrosis (IPF). We evaluated whether circulating levels of metabolites correlate with the presence of IPF, with the severity of IPF, or with the risk of clinically relevant outcomes among patients with IPF.

METHODS: We analyzed enrollment plasma samples from 300 patients with IPF in the IPF-PRO Registry and 100 individuals without known lung disease using a set of targeted metabolomics and clinical analyte modules. Linear regression was used to compare metabolite and clinical analyte levels between patients with IPF …

Building A More Diverse Public Health Informatics Workforce: Preliminary Results, Susan H Fenton, Gabriela Mustata Wilson

Faculty, Staff and Student Publications

The US public health infrastructure has been historically underfunded, a condition that was exacerbated by the COVID-19 pandemic. This was especially noted in the area of public health informatics. It was also acknowledged that the lack of a diverse public health workforce made it more difficult to address biases and disparities effectively. In 2021 the Office of the National Coordinator awarded $73 million to 10 awardees to develop public health informatics and technology (PHIT) workforce training. The Gaining Equity in Training for Public Health Informatics and Technology (GET PHIT) award utilizes various methods to train and engage minority and underserved …

Insights On The Future Of Digital Health: An Analysis Of Twitter Posts Of Imia Fellows, David T Marc, Karima Lalani, Susan H Fenton, Kerryn Butler-Henderson

Faculty, Staff and Student Publications

The COVID-19 pandemic has reshaped technology-enhanced services in health and care organizations globally. As the world pivots towards a post-COVID-19 environment, it is essential to examine emerging trends amongst thought leaders in the health information technology sector. This study queried Twitter feeds of IMIA Fellows from 2013 through 2022, utilizing combinations of sentiment analysis, latent dirichlet allocation, and document analysis methods. The results provided a glimpse of positive sentiment year upon year, with the most negative sentiment prevalent in 2020, due to the onset of the pandemic. The findings from this study can be strategically used to analyze emerging trends …

Exploring A Mechanism Toward Automated Feedback For Cancer Patient Self-Reporting, Kevin Phong, Mengchen Ding, Youmin Cho, Yun Jiang, Yang Gong

Faculty, Staff and Student Publications

"Infobuttons" spearheaded electronic health records (EHR) based decision support by offering automated knowledge resources to physicians. However, how such a mechanism could be leveraged to provide optimal resources to patients remains unanswered. Informatics approaches are expected to utilize more relevant information beyond EHR, such as patient-reported outcomes, to support clinical decisions. This pilot study is intended to explore how patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE) in EHR can be incorporated and how to recommend tailored content to cancer patients via automated feedback.

Health Equity And Policy Considerations For Pediatric And Adult Congenital Heart Disease Care Among Minoritized Populations In The United States., Keila N. Lopez, Kiona Y. Allen, Carissa M. Baker-Smith, Katia Bravo-Jaimes, Joseph Burns, Bianca Cherestal, Jason F. Deen, Brittany K. Hills, Jennifer H. Huang, Ramiro W. Lizano Santamaria, Carlos A. Lodeiro, Valentina Melo, Jasmine S. Moreno, Flora Nuñez Gallegos, Harris Onugha, Tony A. Pastor, Michelle C. Wallace, Deidra A. Ansah

Manuscripts, Articles, Book Chapters and Other Papers

Achieving health equity in populations with congenital heart disease (CHD) requires recognizing existing disparities throughout the lifespan that negatively and disproportionately impact specific groups of individuals. These disparities occur at individual, institutional, or system levels and often result in increased morbidity and mortality for marginalized or racially minoritized populations (population subgroups (e.g., ethnic, racial, social, religious) with differential power compared to those deemed to hold the majority power in the population). Creating actionable strategies and solutions to address these health disparities in patients with CHD requires critically examining multilevel factors and health policies that continue to drive health inequities, including …

D. H. Th. Vollenhoven, Gayle E. Doornbos

Faculty Work Comprehensive List

This chapter appeared in T & T Clark Handbook of Neo-Calvinism, eds. Nathaniel Gray Sutanto and Cory Brock, London: T & T Clark, 2024.

https://www.bloomsbury.com/us/

More information about this book:

T & T Clark Handbook of Neo-Calvinism

Extracting Drug-Protein Relation From Literature Using Ensembles Of Biomedical Transformers, Avisha Das, Zhao Li, Qiang Wei, Jianfu Li, Liang-Chin Huang, Yan Hu, Rongbin Li, Wenjin Jim Zheng, Hua Xu

Faculty, Staff and Student Publications

Automatic extraction of relations between drugs/chemicals and proteins from ever-growing biomedical literature is required to build up-to-date knowledge bases in biomedicine. To promote the development of automated methods, BioCreative-VII organized a shared task - the DrugProt track, to recognize drug-protein entity relations from PubMed abstracts. We participated in the shared task and leveraged deep learning-based transformer models pre-trained on biomedical data to build ensemble approaches to automatically extract drug-protein relation from biomedical literature. On the main corpora of 10,750 abstracts, our best system obtained an F1-score of 77.60% (ranked 4th among 30 participating teams), and on the large-scale corpus of …

An Icd For The Digital World: What Does The Icd-11 Research Show?, Susan H Fenton, Mary H Stanfill, Kathy Giannangelo

Faculty, Staff and Student Publications

The 11th revision of the International Classification of Diseases (ICD) is now available for use. A literature search was conducted to review and summarize the research conducted to date. In addition to the ease of integration into electronic health records using standard digital tools such as uniform resource identifiers and application programming interfaces, ICD-11 and the World Health Organization provided linearization for mortality and morbidity, ICD-11-MMS, promise improved backward compatibility to ICD-10; increased availability in multiple languages; greater detail for clinical use, including traditional Chinese medicine; and enhanced maintenance for continued relevance. The studies reviewed here support the superior content …

Challenges In Selecting Patient-Reported Outcome Measures For Use In A Patient-Facing Technology, Priyank Raj, Youmin Cho, Yun Jiang, Yang Gong

Faculty, Staff and Student Publications

Patient-reported outcome measures (PROMs) have been increasingly integrated into patient-facing technologies to engage and empower patients in cancer self-management at home. However, researchers and developers face several challenges in selecting the best-suited PROMs for patient-facing technologies, due to the complex nature of the disease, the multitude of PROMs with high psychometric quality, and the lack of clear standards for PROM utilization. In this paper, we have discussed these challenges, illustrated by breast cancer instruments.

A Patient-Centered Approach To Collecting And Displaying Patient Identifiers, Christina Van Hal, Jennifer L Mills, Mary Gatmaitan, Yang Gong

Faculty, Staff and Student Publications

Patient identifiers such as name, date of birth, or gender are the first line of defense to ensure the accuracy of the health data displayed in health information exchange. Health data display is the impetus for clinical decisions and patient outcomes and directly correlates with promoting interoperability and health information exchange. Therefore, constant monitoring of quality metrics is imperative for clinical leaders to keep a pulse on what is happening within their organizations. However, the electronic health records (EHRs) designer should also take precautions to ensure the visualizations are not misleading, given that EHRs have been shown in some studies …

A Quantitative Analysis Of Patient-Facing Technologies For Patient Self-Reporting, Mengchen Ding, Youmin Cho, Yun Jiang, Yang Gong

Faculty, Staff and Student Publications

Dramatic improvements in patient-facing technologies have demonstrated the potential to transform healthcare delivery for a 360-degree holistic view of care. A key question regarding how such technologies affect patient self-reporting still needs to be answered. This study presents the technologies and their associated key variables via quantitative analysis. Associations were found between single-platform and web-based applications (apps), Android apps and physician view, mental health disease, and user feedback. The results are intended to inform future design, development, and evaluation of patient-facing technologies. More systematic, theory-driven, framework-based design and evaluation are necessary to fully characterize the effectiveness and maintenance of patient-facing …

User-Centered Data Display For Clinicians To Diagnose And Manage Hypertension, Carly Ho, Oluwatumininu Layinka, Valerie Chukelu, Kevin Phong, Yang Gong

Faculty, Staff and Student Publications

The accurate diagnosis and effective treatment of hypertension are hindered by challenges stemming from limited access to comprehensive blood pressure (BP) data and the need for clinical context surrounding BP readings. Using handwritten tables for home-monitored BP exacerbates issues related to integration of electronic health records (EHRs) and trend analysis. This study employs user-centered design principles to develop prototypes for BP data visualization, with the primary goal of harmonizing disparate BP data sources to empower clinicians in precise hypertension diagnosis and management.

The Durability Of Antibody Responses Of Two Doses Of High-Dose Relative To Two Doses Of Standard-Dose Inactivated Influenza Vaccine In Pediatric Hematopoietic Cell Transplant Recipients: A Multi-Center Randomized Controlled Trial., Jennifer E. Schuster, Lubna Hamdan, Daniel E. Dulek, Carrie L. Kitko, Einas Batarseh, Zaid Haddadin, Laura S. Stewart, Anna Stahl, Molly Potter, Herdi Rahman, Spyros A. Kalams, Claire E. Bocchini, Elizabeth A. Moulton, Susan E. Coffin, Monica I. Ardura, Rachel L. Wattier, Gabriela Maron, Michael Grimley, Grant Paulsen, Christopher J. Harrison, Jason L. Freedman, Paul A. Carpenter, Janet A. Englund, Flor M. Munoz, Lara Danziger-Isakov, Andrew J. Spieker, Natasha B. Halasa, Pediatric Hct Flu Study

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Our previous study established a 2-dose regimen of high-dose trivalent influenza vaccine (HD-TIV) to be immunogenically superior compared to a 2-dose regimen of standard-dose quadrivalent influenza vaccine (SD-QIV) in pediatric allogeneic hematopoietic cell transplant (HCT) recipients. However, the durability of immunogenicity and the role of time post-HCT at immunization as an effect modifier are unknown.

METHODS: This phase II, multi-center, double-blinded, randomized controlled trial compared HD-TIV to SD-QIV in children 3-17 years old who were 3-35 months post-allogeneic HCT, with each formulation administered twice, 28-42 days apart. Hemagglutination inhibition (HAI) titers were measured at baseline, 28-42 days following each …

Learning From Non-Routine Events And Teamwork In Intensive Care Units: Challenges And Opportunities, Yang Gong, You Chen

Faculty, Staff and Student Publications

Patients admitted to intensive care units (ICUs) have profound and complex illnesses, often fraught with uncertainties in diagnoses, treatments, and care decisions. Clinicians often deviate from best practices to handle ICUs' myriad complexities and uncertainties. Non-routine events (NREs), defined as any aspect of care perceived by clinicians as deviations from optimal care, are latent and frequent safety threats that, if left unchecked, can be precursors to adverse events. Proper identification and analysis of NREs that represent latent safety threats have been proposed as a feasible and more effective approach for performance improvement than traditional root cause analysis for patient safety …

Literature Analysis On Ontologies Applied In Clinical Decision Support Systems, Xia Jing, Hua Min, Yang Gong, Paul Biondich, David Robinson, Timothy D Law, Christian G Nohr, Arild Faxvaag, Lior Rennert, Nina C Hubig, Ronald W Gimbel

Faculty, Staff and Student Publications

No abstract provided.

Severe Dysphagia With Eosinophilic Esophagitis Pattern Of Injury Related To Pembrolizumab Therapy, James S Barnett, Kevin K Yu, Xavier Rivera Rivera, Asmeen Bhatt

Faculty, Staff and Student Publications

While immune checkpoint inhibitor (ICI) therapies are effective treatments for many cancers, ICI therapies are associated with immune-related adverse events. We present a 67-year-old man with non-small cell lung carcinoma, who developed severe dysphagia with biopsies from an esophagogastroduodenoscopy showing histopathology consistent with eosinophilic esophagitis while on ICI maintenance therapy with pembrolizumab. The patient's symptoms worsened despite standard therapy. However, he had complete resolution of dysphagia symptoms once pembrolizumab was discontinued. While immune-related adverse events affecting the gastrointestinal system are increasingly recognized, ICI-associated eosinophilic esophagitis is a rare entity.

Effect Of Russian Current Expert Modes On Quadriceps Muscle Torque In Healthy Adults: A Single-Blinded Randomized Controlled Trial, Ansam Hasan, Ibrahim Moustafa, Tamer Shousha

Faculty, Staff and Student Publications

BACKGROUND: Russian current (RC), a well-known neuromuscular electrical stimulation operating at 2500 Hz, has demonstrated significant strength improvement over traditional exercises due to its high tolerance and low pain provocation. Despite extensive NMES parameter research, the specific effects of expert modes, particularly ON2 and Rest, remain unexplored. This study investigates the direct effect of these expert modes on quadriceps muscle strength in healthy adults.

METHODS: This is a single-blind, randomization-controlled trial. Forty-eight healthy university students (31 females, 17 males) were assigned in two randomized experimental groups either the ON2 or Rest mode for a 15-minute electrical stimulation session. Quadriceps maximum …

January 25, 2024, James Madison University

The Breeze, 2020-

The Breeze is the student newspaper of James Madison University in Harrisonburg, Virginia.

Desmoid Tumors: Current Perspective And Treatment, Ankit Mangla, Gary Schwartz

Faculty Scholarship

Desmoid tumors are rare tumors with a tendency to infiltrate locally. The lack of a standard treatment approach makes choosing the most appropriate treatment for patients challenging. Most experts recommend watchful observation for asymptomatic patients as spontaneous regression of tumor is observed in up to 20% of patients. Upfront resection of the desmoid tumor has fallen out of favor due to high morbidity and high relapse rates associated with the tumor. Systemic therapy has evolved over several decades. Where chemotherapy, hormonal therapy, and non-steroidal anti-inflammatory drugs were used over the last several decades, tyrosine kinase inhibitors came to the forefront …

Kenyon Collegian - January 25, 2024

The Kenyon Collegian

No abstract provided.

Faculty Senate Agenda, Georgia Southern University, Faculty Senate

Faculty Senate Agendas

No abstract provided.

Short-Term Impact Of Low-Intensity Exercise With Blood Flow Restriction On Mild Knee Osteoarthritis In Older Adults: A Pilot Study, Kang-Ho Kim, Seung-Ho Kang, Nackhwan Kim, Jaehyeong Choi, Seok Kang

Faculty, Staff and Student Publications

This pilot study aimed to investigate the immediate impact of low-intensity exercises with blood flow restriction (BFR) on older adults with knee osteoarthritis (KOA). Fifteen patients with KOA who were over 50 years old, participated and underwent low-intensity resistance knee exercises at 30% of their one-repetition maximum with BFR three times/week for two weeks. Pre- and post-exercise assessments included pain levels, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) scores, isokinetic knee strength, lower extremity muscle volume (via leg circumference and muscle thickness), functional performance tests (timed up-and-go [TUG] and sit-to-stand [STS]), skeletal muscle index (SMI) using bioelectrical impedance analysis, …

Use Of Virtual Reality In Physical Therapy As An Intervention And Diagnostic Tool, Hamid Bateni, Jenna Carruthers, Rebecca Mohan, Seyedamirhossein Pishva

Student Publications

Within the past decade, the integration of computer-generated virtual realities (VRs) has witnessed a significant rise in the field of healthcare, particularly in diagnosis and treatment applications. These VR systems have found extensive use in physical therapy, rehabilitation, research, and assessment. This narrative review article is aimed at providing a comprehensive overview of the literature regarding the implementation of VR in the physical therapy profession. The primary objective of this review is to provide information to clinicians about the diverse applications of VR and its potential advantages in intervening across various patient populations and diagnoses during rehabilitation therapy. Through in-depth …

How Do Women Feel Cold Water Swimming Affects Their Menstrual And Perimenopausal Symptoms?, Megan Pound, Heather Massey, Sasha Roseneil, Ruth Williamson, C. Mark Harper, Mike Tipton, Jill Shawe, Malika Felton, Joyce C. Harper

School of Nursing and Midwifery

Objective: This study aimed to determine how women felt cold water swimming affected their menstrual and perimenopausal symptoms. Study design: An online survey that asked women who regularly swim in cold water about their experiences. The survey was advertised for 2 months on social media. Questions related to cold water swimming habits and menstrual and perimenopausal symptoms were analysed. Main outcome measures: Quantitative and qualitative data including; frequency of menstrual and menopause symptoms, the effect of cold water swimming on these symptoms. Results: 1114 women completed the survey. Women reported that cold water swimming reduced their menstrual symptoms, notably psychological …

The Attitudes Of Dental Therapists, Dental Therapy Educators And Dental Therapy Students In The South Of England Towards Domiciliary Dentistry: A Qualitative Study, Robert Emanuel, Joshua Quach, Parul Patel, Robert Witton, Carolina Machuca-Vargas, Eleanor Taylor

Peninsula Dental School

Introduction Dental therapists (DTs) are members of the dental team with a wide scope of practice, who support the provision of dental care to patient groups including those with vulnerabilities. One such group are older patients who are often unable to attend general dental practices to access their dental care. A domiciliary or 'home visit' may be required to deliver this care in a non-clinical setting.Aim To identify how dental therapists and dental therapy educators working in Southern England perceive domiciliary dental services and to explore the possible role of dental therapists in providing domiciliary dentistry.Method A qualitative research design …

Unveiling Efficiency: Investigating Distance Measures In Wastewater Treatment Using Interval-Valued Neutrosophic Fuzzy Soft Set, Muhammad Saeed, Kinza Kareem, Fatima Razzaq, Muhammad Saqlain

Neutrosophic Systems with Applications

To reduce the threats that wastewater poses to human health and the environment, water treatment techniques must be improved. The use of a procedure that includes preparation, testing, primary and secondary treatments, filtration, disinfection, and continuous monitoring is therefore required. The objective of this research is to create a hybrid notion that extends the idea of an interval-valued neutrosophic fuzzy soft set (IVNFSS) to an interval-valued neutrosophic fuzzy set. Operations like complement, union, and integration are included in the idea. To improve decision-making accuracy, a quality-assessment distance measure is incorporated, offering a numerical representation of the disparity between various factors. …

Gliopredictor: A Deep Learning Model For Identification Of High-Risk Adult Idh-Mutant Glioma Towards Adjuvant Treatment Planning, Shuhua Zheng, Nikhil Rammohan, Timothy Sita, P Troy Teo, Yilin Wu, Maciej Lesniak, Sean Sachdev, Tarita O Thomas

2020-Current year OA Pubs

Identification of isocitrate dehydrogenase (IDH)-mutant glioma patients at high risk of early progression is critical for radiotherapy treatment planning. Currently tools to stratify risk of early progression are lacking. We sought to identify a combination of molecular markers that could be used to identify patients who may have a greater need for adjuvant radiation therapy machine learning technology. 507 WHO Grade 2 and 3 glioma cases from The Cancer Genome Atlas, and 1309 cases from AACR GENIE v13.0 datasets were studied for genetic disparities between IDH1-wildtype and IDH1-mutant cohorts, and between different age groups. Genetic features such as mutations and …

The Yap1/Taz-Tead Transcriptional Network Regulates Gene Expression At Neuromuscular Junctions In Skeletal Muscle Fibers, Lea Gessler, Danyil Huraskin, Yongzhi Jian, Nane Eiber, Zhaoyong Hu, Tomasz J Prószyński, Said Hashemolhosseini

Faculty, Staff and Students Publications

We examined YAP1/TAZ-TEAD signaling pathway activity at neuromuscular junctions (NMJs) of skeletal muscle fibers in adult mice. Our investigations revealed that muscle-specific knockouts of Yap1 or Taz, or both, demonstrate that these transcriptional coactivators regulate synaptic gene expression, the number and morphology of NMJs, and synaptic nuclei. Yap1 or Taz single knockout mice display reduced grip strength, fragmentation of NMJs, and accumulation of synaptic nuclei. Yap1/Taz muscle-specific double knockout mice do not survive beyond birth and possess almost no NMJs, the few detectable show severely impaired morphology and are organized in widened endplate bands; and with motor nerve endings being …