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What A Way To Spend The Day: A Curated Multiple-Case Study Of College Counselors And Their Guidance Of Prospective Music Majors, Stephen Campbell Aug 2023

What A Way To Spend The Day: A Curated Multiple-Case Study Of College Counselors And Their Guidance Of Prospective Music Majors, Stephen Campbell

Higher Education: Doctoral Research Projects

In the increasingly complex world of college choice, high school counselors are an important resource for college-bound students, yet the environment these counselors find themselves in is one that focuses on questions of value and return on investment, resulting in the elevation of some academic disciplines over others. Using a multiple-case study design and Eisner’s criticism and connoisseurship method, this qualitative study seek to describe how college counselors at Arizona School for the Arts guide prospective music major through college and major choice by exploring how counselors’ backgrounds predisposed them to guiding students through college and major choice, their perception …


10th Circuit To Consider Oklahoma Case Denying Sex-Designation Changes On Birth Certificates, Arthur S. Leonard Aug 2023

10th Circuit To Consider Oklahoma Case Denying Sex-Designation Changes On Birth Certificates, Arthur S. Leonard

Other Publications

No abstract provided.


Arizona U.S. District Court Issues Preliminary Injunction Against Arizona’S Ban On Transgender Girls Competing In Girls’ Sports, Arthur S. Leonard Aug 2023

Arizona U.S. District Court Issues Preliminary Injunction Against Arizona’S Ban On Transgender Girls Competing In Girls’ Sports, Arthur S. Leonard

Other Publications

No abstract provided.


Effects Of Immunosuppressive Treatment On Patient Outcomes After Immune Checkpoint Inhibitor-Related Gastrointestinal Toxicity, Anusha S Thomas, Najib Ben Khaled, Mehmet Altan, Bryan Schneider, Yinghong Wang Aug 2023

Effects Of Immunosuppressive Treatment On Patient Outcomes After Immune Checkpoint Inhibitor-Related Gastrointestinal Toxicity, Anusha S Thomas, Najib Ben Khaled, Mehmet Altan, Bryan Schneider, Yinghong Wang

Faculty, Staff and Student Publications

Purpose: Immune checkpoint inhibitors (ICIs) are increasingly used in the treatment of certain cancers but cause immune-related adverse events (irAEs). Gastrointestinal irAEs may necessitate extended periods of steroid use and the initiation of selective immunosuppressive therapy (SIT) which could theoretically counteract the effect of ICIs. In this study, we aim to explore the impact of immunosuppression use and duration on cancer progression and progression-free survival (PFS).

Methods: This is a single-center retrospective review exploring cancer outcomes in patients taking ICIs who developed gastrointestinal irAEs within 1 year of ICI initiation. Cancer outcome and progression free survival (PFS) were measured and …


Rare Genetic Variants Associated With Sudden Cardiac Arrest In The Young: A Prospective, Population-Based Study, Audrey Uy-Evanado, Vipin K Menon, Bing Yu, Eric Boerwinkle, Sumeet S Chugh, Zeynep Akdemir, Evan P Kransdorf Aug 2023

Rare Genetic Variants Associated With Sudden Cardiac Arrest In The Young: A Prospective, Population-Based Study, Audrey Uy-Evanado, Vipin K Menon, Bing Yu, Eric Boerwinkle, Sumeet S Chugh, Zeynep Akdemir, Evan P Kransdorf

Faculty, Staff and Student Publications

No abstract provided.


Modeling And Validating Temporal Rules With Semantic Petri Net For Digital Twins, Han Liu, Xiaoyu Song, Ge Gao, Hehua Zhang, Yu-Shen Liu, Ming Gu Aug 2023

Modeling And Validating Temporal Rules With Semantic Petri Net For Digital Twins, Han Liu, Xiaoyu Song, Ge Gao, Hehua Zhang, Yu-Shen Liu, Ming Gu

Electrical and Computer Engineering Faculty Publications and Presentations

Semantic rule checking on RDFS/OWL data has been widely used in the construction industry. At present, semantic rule checking is mainly performed on static models. There are still challenges in integrating temporal models and semantic models for combined rule checking. In this paper, Semantic Petri-Net (SPN) is proposed as a novel temporal modeling and validating method, which implements the states and transitions of the Colored Petri-Net directly based on RDFS and SPARQL, and realizes two-way sharing of knowledge between domain semantic webs and temporal models in the runtime. Several cases are provided to demonstrate the possible applications in digital twins …


Seeking Sacagawea: A Comparison Of The Accounts Of Bird Woman’S Birth, Life, And Death, Jay H. Buckley, Maren Burgess Aug 2023

Seeking Sacagawea: A Comparison Of The Accounts Of Bird Woman’S Birth, Life, And Death, Jay H. Buckley, Maren Burgess

Faculty Publications

On Saturday August 17, 1806, Captain William Clark of the Lewis and Clark Expedition recorded: "we ... took our leave of T. Chabono, his Snake Indian wife and their Son Child who had accompanied us on our rout to the pacific Ocean in the Capacity of interpreter and interpretes." This "Snake Indian wife" Sacagawea, also known as Sacajawea or Sakakawea, had proven her worth as a significant contributor to the Expedition not only through her services as "interpretes" but also through her diplomatic skills with Natives, knowledge of the land, food gathering abilities, and the symbol of peace she represented …


The Influence Of Allostery Governing The Changes In Protein Dynamics Upon Substitution, Joseph Hess Aug 2023

The Influence Of Allostery Governing The Changes In Protein Dynamics Upon Substitution, Joseph Hess

All Dissertations

The focus of this research is to investigate the effects of allostery on the function/activity of an enzyme, human immunodeficiency virus type 1 (HIV-1) protease, using well-defined statistical analyses of the dynamic changes of the protein and variants with unique single point substitutions 1. The experimental data1 evaluated here only characterized HIV-1 protease with one of its potential target substrates. Probing the dynamic interactions of the residues of an enzyme and its variants can offer insight of the developmental importance for allosteric signaling and their connection to a protein’s function. The realignment of the secondary structure elements can …


Palliative Care Interventions Among Adolescents And Young Adults With Serious Illness: A Scoping Review, Amy R. Newman, Ansley E. Kenney, Elizabeth Witkowski, Jeffrey Karst, Stacee Lerret, W. Hobart Davies, Charles B. Rothschild Aug 2023

Palliative Care Interventions Among Adolescents And Young Adults With Serious Illness: A Scoping Review, Amy R. Newman, Ansley E. Kenney, Elizabeth Witkowski, Jeffrey Karst, Stacee Lerret, W. Hobart Davies, Charles B. Rothschild

College of Nursing Faculty Research and Publications

Objective:

To map the range of multidisciplinary palliative care interventions that are available to adolescents and young adults (AYAs) with serious illness.

Methods:

Scoping review methodology as outlined by Arksey and O’Malley.

Results:

Twenty-two articles describing nine specific AYA-focused, multidisciplinary palliative care interventions were included in this review. Interventions focused on supporting advance care planning, facilitating treatment decision making, managing pain, and promoting resilience, psychosocial well-being, and quality of life. Interventions were delivered face-to-face and via different eHealth platforms and were targeted to AYAs with cancer, HIV/AIDS, and cystic fibrosis in both inpatient and outpatient settings.

Conclusions:

Few evidence-based multidisciplinary …


Implementing An Integrated Psychology, Social Services, And Pediatric Diabetes Clinic, Joan P. Totka, Jacquelyn Smith, Sandra Brown, Maharaj Singh, Elaine Parton, Dawn Cvecko, Heather Fortin, Peter M. Wolfgram Aug 2023

Implementing An Integrated Psychology, Social Services, And Pediatric Diabetes Clinic, Joan P. Totka, Jacquelyn Smith, Sandra Brown, Maharaj Singh, Elaine Parton, Dawn Cvecko, Heather Fortin, Peter M. Wolfgram

College of Nursing Faculty Research and Publications

Objective:

Integrated behavioral health services are rarely implemented as a shared space practice in pediatric diabetes specialty clinics. This paper outlines the clinical outcomes, lessons learned, facilitators, and barriers for supporting youth with diabetes and behavioral health issues whose hemoglobin A1c (A1c) was higher than the target range and their families.

Methods:

Using the Iowa Model of implementation, we redesigned the “Regular Engagement And Connection for Health” (REACH) program to integrate health psychology and social services in a shared space clinic for monthly or bimonthly diabetes visits (REACH+). This clinic focused on partnering with families, screening for behavioral and social …


Dominion Association Of Chartered Accountants, Dominion Association Of Chartered Accountants Aug 2023

Dominion Association Of Chartered Accountants, Dominion Association Of Chartered Accountants

Journal of Accountancy

No abstract provided.


Mechanical And Contact Characteristics Of Foam Materials Within Wound Dressings: Theoretical And Practical Considerations In Treatment, Amit Gefen, Paulo Alves, Dimitri Beeckman, José Luis Lázaro-Martínez, Hadar Lev-Tov, Bijan Najafi, Terry Swanson, Kevin Woo Aug 2023

Mechanical And Contact Characteristics Of Foam Materials Within Wound Dressings: Theoretical And Practical Considerations In Treatment, Amit Gefen, Paulo Alves, Dimitri Beeckman, José Luis Lázaro-Martínez, Hadar Lev-Tov, Bijan Najafi, Terry Swanson, Kevin Woo

Center on Aging Staff Publications

In the treatment of acute and chronic wounds, the clinical performance of a given foam‐based dressing, and, ultimately, the wound healing and cost of care outcomes are strongly influenced by the mechanical performance of the foam material/s within that dressing. Most aspects of the mechanical performance of foam materials, for example, their stiffness, frictional properties, conformability, swelling characteristics and durability, and the overall mechanical protection provided by a foam‐based dressing to a wound strongly depend on the microstructure of the foam components, particularly on their microtopography, density and porosity. This article, therefore, provides, for the first time, a comprehensive, self‐inclusive …


Associations Between Cancer Predisposition Mutations And Clonal Hematopoiesis In Patients With Solid Tumors, Sebastià Franch-Expósito, Miika Mehine, Ryan N Ptashkin, Kelly L Bolton, Chaitanya Bandlamudi, Preethi Srinivasan, Linda Zhang, Margaret A Goodell, Erika Gedvilaite, Kamal Menghrajani, Pablo Sánchez-Vela, Diana Mandelker, Elizabeth Comen, Larry Norton, Ryma Benayed, Teng Gao, Elli Papaemmanuil, Barry Taylor, Ross Levine, Kenneth Offit, Zsofia Stadler, Michael F Berger, Ahmet Zehir Aug 2023

Associations Between Cancer Predisposition Mutations And Clonal Hematopoiesis In Patients With Solid Tumors, Sebastià Franch-Expósito, Miika Mehine, Ryan N Ptashkin, Kelly L Bolton, Chaitanya Bandlamudi, Preethi Srinivasan, Linda Zhang, Margaret A Goodell, Erika Gedvilaite, Kamal Menghrajani, Pablo Sánchez-Vela, Diana Mandelker, Elizabeth Comen, Larry Norton, Ryma Benayed, Teng Gao, Elli Papaemmanuil, Barry Taylor, Ross Levine, Kenneth Offit, Zsofia Stadler, Michael F Berger, Ahmet Zehir

Center on Aging Staff Publications

Purpose: Clonal hematopoiesis (CH), the expansion of clones in the hematopoietic system, has been linked to different internal and external features such as aging, genetic ancestry, smoking, and oncologic treatment. However, the interplay between mutations in known cancer predisposition genes and CH has not been thoroughly examined in patients with solid tumors.

Methods: We used prospective tumor-blood paired sequencing data from 46,906 patients who underwent Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) testing to interrogate the associations between CH and rare pathogenic or likely pathogenic (P/LP) germline variants.

Results: We observed an enrichment of CH-positive patients among …


Determining Sequential Micellization Steps Of Bile Salts With Multi-Cmc Modeling, David Rovnyak, Jiayi He, Sophie Kong, Kyle W. Eckenroad, Gregory A. Manley, Raeanne M. Geffert, Michael R. Krout, Timothy G. Strein Aug 2023

Determining Sequential Micellization Steps Of Bile Salts With Multi-Cmc Modeling, David Rovnyak, Jiayi He, Sophie Kong, Kyle W. Eckenroad, Gregory A. Manley, Raeanne M. Geffert, Michael R. Krout, Timothy G. Strein

Faculty Journal Articles

Hypothesis

Bile salts exhibit complex concentration-dependent micellization in aqueous solution, rooted in a long-standing hypothesis of increasing size in bile aggregation that has historically focused on the measurement of only one CMC detected by a given method, without resolving successive stepwise aggregates. Whether bile aggregation is continuous or discrete, at what concentration does the first aggregate form, and how many aggregation steps occur, all remain as open questions.

Experiments

Bile salt critical micelle concentrations (CMCs) were investigated with NMR chemical shift titrations and a multi-CMC phase separation modeling approach developed herein. The proposed strategy is to establish a correspondence of …


The Importance Of Acculturation Orientation In Understaanding The Impact Of Pre- And Post-Migration Stressors On Behavioral Health: Evidence From A Crisis Migrant Sample, Eric C Brown, Seth J Schwartz Aug 2023

The Importance Of Acculturation Orientation In Understaanding The Impact Of Pre- And Post-Migration Stressors On Behavioral Health: Evidence From A Crisis Migrant Sample, Eric C Brown, Seth J Schwartz

Faculty, Staff and Student Publications

OBJECTIVE: We examine the interplay of acculturation orientation, cultural stress, and hurricane trauma exposure with behavioral health among Puerto Rican crisis migrants who relocated to the US mainland after Hurricane Maria.

METHOD: Participants were 319 adult (Mage = 39 years; 71% female; 90% arriving in 2017-2018) Hurricane Maria survivors surveyed on the US mainland. Latent profile analysis was used to model acculturation subtypes. In turn, ordinary least squares regression was executed to examine the associations of cultural stress and hurricane trauma exposure with behavioral health while stratifying by acculturation subtype.

RESULTS: Five acculturation orientation subtypes were modeled, three of which-Separated …


T-Cell Receptor Beta Variable Gene Polymorphism Predicts Immune-Related Adverse Events During Checkpoint Blockade Immunotherapy, Jeffrey M Conroy, Mingxuan Xu, Abdulrazzak Zarifa, Sapna P Patel, Ying Yuan, Evan Kwiatkowski, Linghua Wang, Jordi Rodon Ahnert, Siqing Fu, Funda Meric-Bernstam, Geoffrey M Lowman, Timothy Looney, Aung Naing Aug 2023

T-Cell Receptor Beta Variable Gene Polymorphism Predicts Immune-Related Adverse Events During Checkpoint Blockade Immunotherapy, Jeffrey M Conroy, Mingxuan Xu, Abdulrazzak Zarifa, Sapna P Patel, Ying Yuan, Evan Kwiatkowski, Linghua Wang, Jordi Rodon Ahnert, Siqing Fu, Funda Meric-Bernstam, Geoffrey M Lowman, Timothy Looney, Aung Naing

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors have revolutionized cancer treatment. However, they are associated with a unique spectrum of side effects, called immune-related adverse events (irAEs), which can cause significant morbidity and quickly progress to severe or life-threatening events if not treated promptly. Identifying predictive biomarkers for irAEs before immunotherapy initiation is therefore a critical area of research. Polymorphisms within the T-cell receptor beta (TCRB) variable (TRBV) gene have been implicated in autoimmune disease and may be mechanistically linked to irAEs. However, the repetitive nature of the TCRB locus and incomplete genome assembly has hampered the evaluation of TRBV polymorphisms in the …


Ancestral Diversity In Lipoprotein(A) Studies Helps Address Evidence Gaps, Anna F Ballou, Adolfo Correa, Paul S De Vries, Zhaohui Du, Christopher R Gignoux, Penny Gordon-Larsen, Xiuqing Guo, Jeffrey Haessler, Annie Green Howard, Yao Hu, Helina Kassahun, Shia T Kent, J Antonio G Lopez, Keri L Monda, Kari E North, Ulrike Peters, Michael H Preuss, Stephen S Rich, Jie Yao, Rina Yarosh, Michael Y Tsai, Jerome I Rotter, Charles L Kooperberg, Ruth J F Loos, Christie Ballantyne, Christy L Avery, Mariaelisa Graff Aug 2023

Ancestral Diversity In Lipoprotein(A) Studies Helps Address Evidence Gaps, Anna F Ballou, Adolfo Correa, Paul S De Vries, Zhaohui Du, Christopher R Gignoux, Penny Gordon-Larsen, Xiuqing Guo, Jeffrey Haessler, Annie Green Howard, Yao Hu, Helina Kassahun, Shia T Kent, J Antonio G Lopez, Keri L Monda, Kari E North, Ulrike Peters, Michael H Preuss, Stephen S Rich, Jie Yao, Rina Yarosh, Michael Y Tsai, Jerome I Rotter, Charles L Kooperberg, Ruth J F Loos, Christie Ballantyne, Christy L Avery, Mariaelisa Graff

Faculty, Staff and Student Publications

INTRODUCTION: The independent and causal cardiovascular disease risk factor lipoprotein(a) (Lp(a)) is elevated in >1.5 billion individuals worldwide, but studies have prioritised European populations.

METHODS: Here, we examined how ancestrally diverse studies could clarify Lp(a)'s genetic architecture, inform efforts examining application of Lp(a) polygenic risk scores (PRS), enable causal inference and identify unexpected Lp(a) phenotypic effects using data from African (n=25 208), East Asian (n=2895), European (n=362 558), South Asian (n=8192) and Hispanic/Latino (n=8946) populations.

RESULTS: Fourteen genome-wide significant loci with numerous population specific signals of large effect were identified that enabled construction of Lp(a) PRS of moderate (R

CONCLUSIONS: …


Polypharmacy And Prescription Medication Use In A Population-Based Sample Of Adolescent And Young Adult Cancer Survivors, Christine Markham Aug 2023

Polypharmacy And Prescription Medication Use In A Population-Based Sample Of Adolescent And Young Adult Cancer Survivors, Christine Markham

Faculty, Staff and Student Publications

PURPOSE: We examined prescription medication use and identified correlates of polypharmacy-taking multiple medications-in adolescent and young adult cancer survivors (AYAs), who experience early-onset chronic conditions.

METHODS: Our cross-sectional study pooled data (2008-2017) from the national Medical Expenditure Panel Survey. We estimated prevalence of polypharmacy (≥ 5 unique prescription medications over an approximate 1-year period) in AYAs (age 18-39 years with a history of cancer) and age- and sex-matched controls, overall and by sociodemographics, clinical factors, and health indicators. We compared survivors' and controls' medication use across therapeutic classes. To identify correlates of polypharmacy among AYAs, we included factors with p …


An Updated Report On The Prevalence Of Prior Cancer Among Persons Newly Diagnosed With Cancer In The Surveillance, Epidemiology, And End Results Program Aug 2023

An Updated Report On The Prevalence Of Prior Cancer Among Persons Newly Diagnosed With Cancer In The Surveillance, Epidemiology, And End Results Program

Faculty, Staff and Student Publications

This cohort study uses population-based data from the National Cancer Institute Surveillance, Epidemiology, and End Results program of cancer registries to estimate prevalence of prior cancer among adults diagnosed with an incident cancer in 2019.


Age Dependency Of Cardiovascular Outcomes With The Amyloidogenic Pv142i Transthyretin Variant Among Black Individuals In The Us, Riccardo M Inciardi, Amil M Shah, Sharmila Dorbala, Rodney H Falk, Scott D Solomon Aug 2023

Age Dependency Of Cardiovascular Outcomes With The Amyloidogenic Pv142i Transthyretin Variant Among Black Individuals In The Us, Riccardo M Inciardi, Amil M Shah, Sharmila Dorbala, Rodney H Falk, Scott D Solomon

Faculty, Staff and Student Publications

IMPORTANCE: Hereditary transthyretin cardiac amyloidosis is an increasingly recognized cause of heart failure (HF) with distinct treatment. The amyloidogenic pV142I (V122I) variant is present in 3% to 4% of Black individuals in the US and increases the risk for atrial fibrillation (AF), HF, and mortality. Since hereditary transthyretin cardiac amyloidosis demonstrates age-dependent anatomic penetrance, evaluation later in life may identify survivors at particularly high risk.

OBJECTIVE: To estimate age-dependent risks for cardiovascular events with the variant.

DESIGN, SETTINGS, AND PARTICIPANTS: This cohort study analyzed Black participants from the Atherosclerosis Risk in Communities (ARIC) study attending visit 1 (1987-1989) (followed up …


Missense Genetic Variation Of Icam1 And Incident Heart Failure, Nicholas B Larson, Myron Gross, Alex P Reiner, Donald M Lloyd-Jones, Xiuqing Guo, Kent Taylor, Muthiah Vaduganathan, Wendy S Post, Alain Bertoni, Christie Ballantyne, Amil Shah, Brian Claggett, Eric Boerwinkle, Bing Yu, Scott D Solomon, Sanjiv J Shah, Ravi B Patel Aug 2023

Missense Genetic Variation Of Icam1 And Incident Heart Failure, Nicholas B Larson, Myron Gross, Alex P Reiner, Donald M Lloyd-Jones, Xiuqing Guo, Kent Taylor, Muthiah Vaduganathan, Wendy S Post, Alain Bertoni, Christie Ballantyne, Amil Shah, Brian Claggett, Eric Boerwinkle, Bing Yu, Scott D Solomon, Sanjiv J Shah, Ravi B Patel

Faculty, Staff and Student Publications

BACKGROUND: Intercellular adhesion molecule-1 (ICAM-1) is a cell surface protein that participates in endothelial activation and is hypothesized to play a central role in heart failure (HF). We evaluated associations of ICAM1 missense genetic variants with circulating ICAM-1 levels and with incident HF.

METHODS AND RESULTS: We identified 3 missense variants within ICAM1 (rs5491, rs5498 and rs1799969) and evaluated their associations with ICAM-1 levels in the Coronary Artery Risk Development in Young Adults Study and the Multi-Ethnic Study of Atherosclerosis (MESA). We determined the association among these 3 variants and incident HF in MESA. We separately evaluated significant associations in …


Dimension Reduction Of 911 Good Samaritan Laws: Drawing Inferences From Policy Surveillance, Stephen H Linder Aug 2023

Dimension Reduction Of 911 Good Samaritan Laws: Drawing Inferences From Policy Surveillance, Stephen H Linder

Faculty, Staff and Student Publications

Background: 911 Good Samaritan Laws (GSLs) extend legal protection to people reporting drug overdoses who may otherwise be in violation of controlled substance laws. Mixed evidence suggests GSLs decrease overdose mortality, but these studies overlook substantial heterogeneity across states. The GSL Inventory exhaustively catalogs features of these laws into four categories: breadth, burden, strength, and exemption. The present study reduces this dataset to reveal patterns in implementation, facilitate future evaluations, and to produce a roadmap for the dimension reduction of further policy surveillance datasets.

Methods: We produced multidimensional scaling plots visualizing the frequency of co-occurring GSL features from the GSL …


Parent-Reported Clinical Utility Of Pediatric Genomic Sequencing, Kathleen D Ferar, Anne Slavotinek, Kristen Hasmiller Lich, Jonathan S Berg, Heidi V Russell Aug 2023

Parent-Reported Clinical Utility Of Pediatric Genomic Sequencing, Kathleen D Ferar, Anne Slavotinek, Kristen Hasmiller Lich, Jonathan S Berg, Heidi V Russell

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVES: Genomic sequencing (GS) is increasingly used for diagnostic evaluation, yet follow-up care is not well understood. We assessed clinicians' recommendations after GS, parent-reported follow-up, and actions parents initiated in response to learning their child's GS results.

METHODS: We surveyed parents of children who received GS through the Clinical Sequencing Evidence Generating Research consortium ∼5 to 7 months after return of results. We compared the proportion of parents who reported discussing their child's result with a clinician, clinicians' recommendations, and parents' follow-up actions by GS result type using χ2 tests.

RESULTS: A total of 1188 respondents completed survey …


Integrative Prognostic Machine Learning Models In Mantle Cell Lymphoma, Han Chen Aug 2023

Integrative Prognostic Machine Learning Models In Mantle Cell Lymphoma, Han Chen

Faculty, Staff and Student Publications

Patients with mantle cell lymphoma (MCL), an incurable B-cell malignancy, benefit from accurate pretreatment disease stratification. We curated an extensive database of 862 patients diagnosed between 2014 and 2022. A machine learning (ML) gradient-boosted model incorporated baseline features from clinicopathologic, cytogenetic, and genomic data with high predictive power discriminating between patients with indolent or responsive MCL and those with aggressive disease (AUC ROC = 0.83). In addition, we utilized the gradient-boosted framework as a robust feature selection method for multivariate logistic and survival modeling. The best ML models incorporated features from clinical and genomic data types highlighting the need for …


Artificial Light At Night And Social Vulnerability: An Environmental Justice Analysis In The Us 2012-2019, Kehe Zhang Aug 2023

Artificial Light At Night And Social Vulnerability: An Environmental Justice Analysis In The Us 2012-2019, Kehe Zhang

Faculty, Staff and Student Publications

BACKGROUND: Artificial Light at Night (ALAN) is an emerging health risk factor that has been linked to a wide range of adverse health effects. Recent study suggested that disadvantaged neighborhoods may be exposed to higher levels of ALAN. Understanding how social disadvantage correlates with ALAN levels is essential for identifying the vulnerable populations and for informing lighting policy.

METHODS: We used satellite data from the National Aeronautics and Space Administration's (NASA) Black Marble data product to quantify annual ALAN levels (2012-2019), and the Center for Disease Control and Prevention's (CDC) Social Vulnerability Index (SVI) to quantify social disadvantage, both at …


Knowledge Representation And Management 2022: Findings In Ontology Development And Applications Aug 2023

Knowledge Representation And Management 2022: Findings In Ontology Development And Applications

Faculty, Staff and Student Publications

OBJECTIVES: To select, present, and summarize the best papers in 2022 for the Knowledge Representation and Management (KRM) section of the International Medical Informatics Association (IMIA) Yearbook.

METHODS: We conducted PubMed queries and followed the IMIA Yearbook guidelines for performing biomedical informatics literature review to select the best papers in KRM published in 2022.

RESULTS: We retrieved 1,847 publications from PubMed. We nominated 15 candidate best papers, and two of them were finally selected as the best papers in the KRM section. The topics covered by the candidate papers include ontology and knowledge graph creation, ontology applications, ontology quality assurance, …


Identifying Contributing Factors Associated With Dental Adverse Events Through A Pragmatic Electronic Health Record-Based Root Cause Analysis, Emily Sedlock, Yan Xiao, Janelle Urata, Greg Olson, Amy Franklin, Krishna Kookal, Ana Ibarra-Noriega, Sayali Tungare, Oluwabunmi Tokede, Heiko Spallek, Joel M White, Muhammad F Walji Aug 2023

Identifying Contributing Factors Associated With Dental Adverse Events Through A Pragmatic Electronic Health Record-Based Root Cause Analysis, Emily Sedlock, Yan Xiao, Janelle Urata, Greg Olson, Amy Franklin, Krishna Kookal, Ana Ibarra-Noriega, Sayali Tungare, Oluwabunmi Tokede, Heiko Spallek, Joel M White, Muhammad F Walji

Faculty, Staff and Student Publications

OBJECTIVE: This study assessed contributing factors associated with dental adverse events (AEs).

METHODS: Seven electronic health record-based triggers were deployed identifying potential AEs at 2 dental institutions. From 4106 flagged charts, 2 reviewers examined 439 charts selected randomly to identify and classify AEs using our dental AE type and severity classification systems. Based on information captured in the electronic health record, we analyzed harmful AEs to assess potential contributing factors; harmful AEs were defined as those that resulted in temporary moderate to severe harm, required hospitalization, or resulted in permanent moderate to severe harm. We classified potential contributing factors according …


Fairness-Aware Class Imbalanced Learning On Multiple Subgroups, Li Shen Aug 2023

Fairness-Aware Class Imbalanced Learning On Multiple Subgroups, Li Shen

Faculty, Staff and Student Publications

We present a novel Bayesian-based optimization framework that addresses the challenge of generalization in overparameterized models when dealing with imbalanced subgroups and limited samples per subgroup. Our proposed tri-level optimization framework utilizes local predictors, which are trained on a small amount of data, as well as a fair and class-balanced predictor at the middle and lower levels. To effectively overcome saddle points for minority classes, our lower-level formulation incorporates sharpness-aware minimization. Meanwhile, at the upper level, the framework dynamically adjusts the loss function based on validation loss, ensuring a close alignment between the global predictor and local predictors. Theoretical analysis …


Exploring Leadership Perceptions And Practices Supporting Urban Middle And High School Students Diagnosed With Adhd, Ekiyor Stanley Aug 2023

Exploring Leadership Perceptions And Practices Supporting Urban Middle And High School Students Diagnosed With Adhd, Ekiyor Stanley

Education Doctoral

Although children with attention deficit hyperactivity disorder (ADHD) have been extensively studied in the educational setting in past decades, urban public school leaders’ (UPSLs) views have been overlooked. A transcendental phenomenological design was used in this study to capture the lived experience of UPSLs’ perceptions and practices in supporting urban middle and high school students diagnosed with ADHD. Eight retired UPSLs participated in open-ended, semi-structured interviews. As a result of the rich stories and open discussions, the researcher identified four themes: (a) behavioral and pharmacological interventions, (b) systemic challenges and obstacles, (c) school policies and mandates, and (d) ADHD training …


Perspectives Of Teachers And Administrators In Rural Schools Regarding The Implementation Of Diversity, Equity, And Inclusion Initiatives, Debra R. Lubberts Aug 2023

Perspectives Of Teachers And Administrators In Rural Schools Regarding The Implementation Of Diversity, Equity, And Inclusion Initiatives, Debra R. Lubberts

Education Doctoral

This dissertation research study examined teacher and administrator perspectives on conceptual and logistical issues and supports in implementing diversity, equity, and inclusion (DEI) initiatives in rural schools. More research is needed regarding rural schools due to a lack of understanding of the nature and value of place in rural learning environments. This phenomenological study utilized semi-structured interviews to examine DEI initiatives through the lens of the adult learning theory of Knowles et al. (2015). Three key findings emerged from the research. First, rural schools lack the funding, human resources, and systems to implement DEI initiatives. Second, the implementation of DEI …