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Toxic Exposure, Judy Ann Clausen Jan 2026

Toxic Exposure, Judy Ann Clausen

UF Law Faculty Publications

Service members are often exposed to toxins in service. When they file claims for disability compensation, they struggle to link their diseases to toxic exposure while serving. Congress stepped in to ease their burden by creating presumptions, relieving the veterans of the burden of proving a nexus between the exposure and their disease. In 2022, Congress enacted the PACT Act which expanded presumptive service connection for veterans whose service involved exposure to toxic substances. But, for veterans whose conditions do not fall within these presumptions, problems with the Department of Veterans Affairs (“VA”) benefits adjudication system make it difficult to …


The Ten Commandments, Stripped Of Slavery, Exodus & Jubilee, Christopher D. Hampson Jan 2026

The Ten Commandments, Stripped Of Slavery, Exodus & Jubilee, Christopher D. Hampson

UF Law Faculty Publications

The Ten Commandments are back on public classroom walls and in federal court, after several states passed new laws requiring school districts to post the text. As attorneys, judges, and amici debate whether First Amendment law has changed enough since Stone v. Graham in 1980 to allow the posting of the ancient religious text, this Essay comes at the situation from an entirely different angle. The precise text proposed by the states might be a good example of “ceremonial deism,” but it removes biblical law from biblical narrative – and, in doing so, unsets the Ten Commandments from their original …


Environmental Monitoring Plan: For Work To Be Performed: July 1, 2026, Through June 30, 2027, Tennessee. Department Of Environment And Conservation Jan 2026

Environmental Monitoring Plan: For Work To Be Performed: July 1, 2026, Through June 30, 2027, Tennessee. Department Of Environment And Conservation

Environmental Monitoring Plans

The Tennessee Department of Enviornment and Conservation, Division of Remediation, Oak Ridge (TDEC DoR-OR), provides the annual Fiscal Year 2026 EMP for the period of July 1, 2026, through June 30, 2027. This report is submitted as a comprehensive plan for TDEC DoR-OR monitoring and assessment activities across the Oak Ridge Reservation, Oak Ridge, Tennessee, (ORR) in accordance with terms of both the Environmental Surveillance and Oversight Agreement (ESOA), as well as in support of activities being conducted under the Federal Facilities Agreement (FFA).


The Seasonal Succession Of Plankton Communities In The Broads Of Lake Winnipesaukee. The Importance Of Continued Monitoring In The Wake Of The Invasion Of Bythotrephes Longimanus., Jessica Urlage Jan 2026

The Seasonal Succession Of Plankton Communities In The Broads Of Lake Winnipesaukee. The Importance Of Continued Monitoring In The Wake Of The Invasion Of Bythotrephes Longimanus., Jessica Urlage

UNH URC Open (2026 and after)

This research contributes to our understanding of how plankton communities shift over seasonal cycles and how invasive species can influence freshwater plankton dynamics and overall lake ecosystem function. As the first year that the Lake Winnipesaukee Alliance conducted plankton monitoring in the “Broads,” this work also provides an important baseline for future long-term monitoring efforts.

Seasonal succession generally followed expected patterns, indicating good water quality consistent with a low-productivity system. However, the absence of Daphnia and other cladocerans after mid-June raises concern and may be linked to the invasive spiny water flea. This is significant because Daphnia are key grazers …


Cordgrass (Spartina Alterniflora) In Bio-Restoration Integrated Coastal Substrate (Brics): Restoring The New England Coastline., Kaitlyn Frances Shelley Jan 2026

Cordgrass (Spartina Alterniflora) In Bio-Restoration Integrated Coastal Substrate (Brics): Restoring The New England Coastline., Kaitlyn Frances Shelley

UNH URC Open (2026 and after)

The Engineering for Agri-Environment Laboratory (EAE) is dedicated to developing nature-based solutions that enhance the resilience of agricultural and coastal ecosystems. The study involves current work (trial 2) underway in Spring 2026 and Summer 2026, integrating principles of sustainable engineering and plant science. BRICS, our Bio-Restoration Integrated Coastal Substrate, proposes a new way to reduce erosion, stabilize root structures, provide a critical habitat for wildlife, and promote vegetation throughout the coast.


Interactions Between Red Foxes And Coyotes Across Urban And Wild Habitats, Caroline E. Savage, Taylor S. Readyhough, Remington J. Moll, Jonathon D. Cepek Jan 2026

Interactions Between Red Foxes And Coyotes Across Urban And Wild Habitats, Caroline E. Savage, Taylor S. Readyhough, Remington J. Moll, Jonathon D. Cepek

UNH URC Open (2026 and after)

Dens are critical to the life history of many mammal species, particularly when raising young. Excavating a den is energetically costly, so several species can use existing dens, and multiple species may inhabit the same den complex simultaneously. However, the extent of den sharing among urban mammals is understudied. Between March 2021, and June 2023, we used camera traps to monitor a multi-species den site in Cleveland, Ohio, USA. We documented den visitation and use by at least 11 mammal species, including red fox, coyote, raccoon, woodchuck, and Virginia opossum. Coyotes and red foxes both exhibited scent-marking at the den …


Helena María Viramontes’ Under The Feet Of Jesus And Sandra Cisneros’ The House On Mango Street: An Exploratory Analysis Of Female Friendship In The Chicana Feminist Bildungsroman, Patrice Donnelly Jan 2026

Helena María Viramontes’ Under The Feet Of Jesus And Sandra Cisneros’ The House On Mango Street: An Exploratory Analysis Of Female Friendship In The Chicana Feminist Bildungsroman, Patrice Donnelly

All Graduate Theses, Dissertations, and Other Capstone Projects

This exploratory analysis examines female friendships presented in two mid-twentieth century Chicana feminist Bildungsroman, each between a Chicana protagonist and a female friend as foil. One friendship in Under the Feet of Jesus, by Helena María Viramontes, is interracial; the other, in The House on Mango Street, by Sandra Cisneros, is Chicana. Both friendships interrogate the boundaries within mainstream feminism, particularly its monolithic views and complicity with power. Each friendship offers a Chicana feminist perspective centering family and cultural community. The theoretical foundation includes classical and contemporary understandings of Bildungsroman as literary form, Toni Morrison’s American Africanism, …


Soil Organic Carbon And Soil Health Property Responses To Land Management Across Topographic Positions, Mia D. Makovsky Jan 2026

Soil Organic Carbon And Soil Health Property Responses To Land Management Across Topographic Positions, Mia D. Makovsky

All Graduate Theses, Dissertations, and Other Capstone Projects

uring the last ice age, ice sheets advanced and retreated across the upper Midwest, leaving behind a landscape characterized by poorly drained hummocky topography. Well-aerated soils have formed on uplands and lowlands are dominated by hydric soils. These wetlands and hydric soils have potential to store large quantities of carbon, particularly compared to the well-aerated uplands, but many have been drained and cultivated for decades. Conservation agriculture methods have emerged to protect and conserve soil health from negative effects due to cultivation.The purpose of this study is to determine how agricultural management practices and landscape properties (e.g, topographic position) affect …


Sense Of Belonging In Black Female Student Athletes At Predominantly White Institutions (Pwis), Danai Hardges Jan 2026

Sense Of Belonging In Black Female Student Athletes At Predominantly White Institutions (Pwis), Danai Hardges

Master of Education in Applied Human Development Graduate Projects

Where do I belong? This is a question most people ask themselves when placed in new environments. This is a common experience for marginalized individuals. Feelings of belonging can have an intense impact on how an individual interprets their experiences within a setting. Looking at the individual differences that influence an individual’s sense of belonging is important in understanding their experiences. This concept has been explored with intercollegiate athletes in the past. There is a plethora of research grasping an understanding of the difference in realities for student-athletes versus non-student athletes, female athletes versus male athletes, and Black student-athletes versus …


Janusz Krupski And His Times: Moral Rearmament From A Historical And Religious Perspective, Christopher Garbowski Jan 2026

Janusz Krupski And His Times: Moral Rearmament From A Historical And Religious Perspective, Christopher Garbowski

Occasional Papers on Religion in Eastern Europe

This paper explores the concept of moral rearmament in contemporary East-Central Europe through the historical and religious legacy of Polish anti-communist opposition figure Janusz Krupski (1951–2010). Responding to sociologist Frank Furedi’s critique regarding the "moral disarmament" of the West, the author contends that religion serves as an essential—and frequently overlooked—pillar in restoring historical consciousness and moral resilience against totalitarian and geopolitical threats.

Focusing on the unique intellectual ecosystem of the Catholic University of Lublin (KUL) during the communist regime, the article details Krupski’s pioneering role in establishing an underground publishing movement, most notably the independent Catholic journal Spotkania (Encounters …


Reinforcement Learning-Enabled Control And Design Of Rigid-Link Robotic Fish: A Comprehensive Review, Nhat Dinh, Darion Vosbein, Yuehua Wang, Qingsong Cui Jan 2026

Reinforcement Learning-Enabled Control And Design Of Rigid-Link Robotic Fish: A Comprehensive Review, Nhat Dinh, Darion Vosbein, Yuehua Wang, Qingsong Cui

Faculty Publications

With the rising demand for maritime surveys of infrastructure, energy resources, and environmental conditions, autonomous robotic fish have emerged as a promising solution with their biomimetic propulsion, agile motion, efficiency, and capacity for underwater inspection, monitoring, data collection, and exploration tasks in complex aquatic environments. Inspired by fish spines, rigid-link fish robots (RLFRs), a category of robotic fish, are widely utilized in robotics research and applications. Their rigid, actuated joints enable them to reproduce the undulatory locomotion and high maneuverability of biological fishes, while the modular nature of rigid links between joints makes them cost-effective and easy to assemble. This …


Analyzing The Impact Of Sunscreen Pollutants On The Development Of Lytechinus Variegatus, Christina M. Lillenas, Chesney J. Anderson, Ann M. Buchmann Jan 2026

Analyzing The Impact Of Sunscreen Pollutants On The Development Of Lytechinus Variegatus, Christina M. Lillenas, Chesney J. Anderson, Ann M. Buchmann

Nebraska Academy of Sciences: Programs and Proceedings

Lytechinus variegatus or the variegated sea urchin is found in shallow, tropical waters. Lytechinus variegatus can be found in sandy reef beds, and sea grass, covered in algae and debris to protect itself from the UV rays and predators. Sea urchins play a crucial role in coral reef ecosystems. Sea urchins follow an omnivore diet, feeding on algae and phytoplankton. In coral reef ecosystems, sea urchins eat unwanted algae, allowing coral reefs to continue growing and thriving. Without the presence of sea urchins in coral reef communities, algae can negatively affect the growth and success of coral reefs. Sunscreen serves …


Evaluating The Relationship Between Body Composition And Bmi In Rotc Air Force Cadets, Joseba Iparraguirre Jan 2026

Evaluating The Relationship Between Body Composition And Bmi In Rotc Air Force Cadets, Joseba Iparraguirre

Master of Education in Applied Human Development Graduate Projects

Body mass index (BMI) is commonly used to categorize weight status and screen for obesity-related health risk; however, BMI does not distinguish between fat mass and fat-free mass and may misclassify physically trained individuals. The purpose of this study was to evaluate the relationship between BMI and percent body fat in Reserve Officers’ Training Corps (ROTC) cadets at Bowling Green State University and to examine sex differences in BMI and adiposity. Eighteen cadets (11 males, 7 females; ages 18–23) completed anthropometric assessment for BMI calculation and body composition assessment using air displacement plethysmography (Bod Pod). A Pearson product–moment correlation indicated …


Increasing Oral-Gut Axis Health Literacy In Underserved Communities With Community-Involved, Pantry-Accessible Nutrition Education: A Conceptual Framework And Program, Audrey Kho, Yinon Gankin, Polina Pine Jan 2026

Increasing Oral-Gut Axis Health Literacy In Underserved Communities With Community-Involved, Pantry-Accessible Nutrition Education: A Conceptual Framework And Program, Audrey Kho, Yinon Gankin, Polina Pine

Chemistry: Faculty Publications and Other Works

In metropolitan U.S. areas, health inequities caused by socioeconomic disparity continue to influence oral health, nutritional status, and the risk of chronic diseases. Diets heavy in added sugars and poor in fiber and vital micronutrients are especially harmful to the oral–gut axis, which connects diet, microbial balance, inflammation, and systemic and neurological health. Due to institutional hurdles to health literacy, limited access to preventive health education, and food poverty, these eating habits are more common among low-income individuals. Only 36% of low-income parents in Chicago report being in good health, compared to 75% of parents with better incomes, underscoring the …


Inferring Genes And Biological Systems Under Selective Pressure In The Secondarily Temperate Cryonotothenioids, Esteban Cabrera Jan 2026

Inferring Genes And Biological Systems Under Selective Pressure In The Secondarily Temperate Cryonotothenioids, Esteban Cabrera

Theses, Dissertations and Culminating Projects

Notothenioid fishes represent one of the most compelling examples of adaptive radiation driven by extreme environmental change, having diversified in the chronically cold waters of the Southern Ocean. While most cryonotothenioids evolved highly specialized cold-adapted characteristics, several secondarily temperate species later re-invaded warmer environments. These lineages provide a rare opportunity to examine evolutionary reversibility and the genomic mechanisms enabling escape from extreme specialization. In this study, we investigate two secondarily temperate species, Dissostichus eleginoides and Champsocephalus esox, comparing their protein-coding orthogroups to background sets from Antarctic cryonotothenioids and basal temperate teleosts. Using phylogeny based evolutionary models (BUSTED, aBSREL, and RELAX) …


A Trajectory Of Zostera Marina (Eelgrass) Ecosystem Recovery: Pre- And Post-Hurricane Sandy Degradation In Barnegat Bay, New Jersey, Edgar A. Medina Jan 2026

A Trajectory Of Zostera Marina (Eelgrass) Ecosystem Recovery: Pre- And Post-Hurricane Sandy Degradation In Barnegat Bay, New Jersey, Edgar A. Medina

Theses, Dissertations and Culminating Projects

Hurricane Sandy struck Barnegat Bay, New Jersey in 2012 and obliterated the benthic marine ecosystem with extensive damage to Zostera marina meadows. Previous genetic assessments of Barnegat Bay Z. marina in 2008 revealed low heterozygosity and low connectivity between populations. The great disruption caused by Hurricane Sandy motivated us to investigate the long-term effects of the storm on the genetic condition of the eelgrass populations in the year 2021. The investigation revealed improvements in heterozygosity, inbreeding, and connectivity. These findings drove us to investigate the genetics of Barnegat Bay eelgrass populations in the intervening years of 2013 and 2017 with …


The Influence Of Social Connectedness And Adverse Childhood Experiences: Understanding Motivation To Change In Early Substance Use Disorder Recovery, Adam M. Daniel Jan 2026

The Influence Of Social Connectedness And Adverse Childhood Experiences: Understanding Motivation To Change In Early Substance Use Disorder Recovery, Adam M. Daniel

Theses, Dissertations and Culminating Projects

Substance use disorder is a significant issue facing society today. As the rate of individuals with substance use disorders continues to rise, so too does the need of the counseling profession to explore further the ways to best support this population. The purpose of this study was to explore two specific variables for their impact on motivation to change for individuals in early recovery: social connectedness and adverse childhood experiences. Grounded in the Process-Person-Context-Time model, this study focused on the ways in which an individual’s motivation to change in early sobriety relates to their sense of connectedness to their family …


Holistic Stormwater Management In The Bound Brook River Basin, New Jersey, Sana Mirza Jan 2026

Holistic Stormwater Management In The Bound Brook River Basin, New Jersey, Sana Mirza

Theses, Dissertations and Culminating Projects

This dissertation presents a holistic framework for stormwater management in the Bound Brook River Basin, an urban watershed in central New Jersey that faces chronic nutrient enrichment and climate-driven hydrologic changes. The research integrates water-quality trend analysis, hydrologic modeling, and low-impact development (LID) optimization to assess current and projected watershed responses. By combining empirical monitoring data with downscaled climate simulations and spatial prioritization, the study utilizes a holistic approach for stormwater management planning. The first objective was to characterize nutrient dynamics and hydrologic transport pathways for nitrogen, phosphorus, and total suspended solids (TSS) from 2004 to 2019. Using bi-monthly monitoring …


An Integrated Approach To Groundwater Management In Northern New Jersey Watersheds, Toritseju Oyen Jan 2026

An Integrated Approach To Groundwater Management In Northern New Jersey Watersheds, Toritseju Oyen

Theses, Dissertations and Culminating Projects

Groundwater deterioration has emerged as a pressing global concern, with widespread observations of declining water quality in various regions. The predominant cause of this deterioration is attributed to anthropogenic activities, which are deeply intertwined with daily human practices that contaminate water resources. Over the decades, many forested and wetland areas have been converted mainly for increased urbanization and industrialization use in northern New Jersey. The region’s watershed, already characterized as a low-yield aquifer, is facing deterioration because of continuous change in land cover. Anthropogenic activities aimed at providing solutions to problems, such as food scarcity, icy roads during the winter …


Exploring Vocal Fatigue In Female Singers, Cory M. Pinto Jan 2026

Exploring Vocal Fatigue In Female Singers, Cory M. Pinto

Theses, Dissertations and Culminating Projects

Vocal fatigue is a complex issue that may signal underlying vocal pathology or exist independently, especially among professional voice users such as singers, whose high vocal demands make them particularly susceptible. This dissertation investigates vocal fatigue in young adult female singers using both objective and subjective voice assessment measures during a novel vocal loading task. Key research questions addressed in this dissertation are as follows: (1) Which voice assessment measures demonstrate significant change over time in response to vocal loading? (2) which Participant Profile Characteristics most accurately predict changes in perceived vocal fatigue severity? (3) In what ways do symptom …


Risk Of Gestational Diabetes By Aerobic And Resistance Exercise During The First And Second Trimesters, Takaki Tanamoto, George Saade, Leryn J. Reynolds, Tetsuya Kawakita Jan 2026

Risk Of Gestational Diabetes By Aerobic And Resistance Exercise During The First And Second Trimesters, Takaki Tanamoto, George Saade, Leryn J. Reynolds, Tetsuya Kawakita

Department of Obstetrics & Gynecology Faculty Publications

Objective

While some studies have shown that exercise reduces the incidence of gestational diabetes mellitus (GDM), there is limited evidence on whether aerobic or resistance exercise is more beneficial. This study aimed to examine the rate of GDM according to the type of exercise during early pregnancy.

Study design

We analyzed data from the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-Be (nuMoM2b), a prospective cohort of individuals enrolled during the first and second trimesters. We excluded participants with pregestational diabetes or delivery < 20 weeks. The primary exposure was either aerobic or resistance exercises in the first or second trimester. For each trimester, the metabolic equivalent of task hours per week (MET-h/week) was calculated for each exercise. Participants were grouped as follows: "Aerobic exercise" (≥7.5 MET-h/week from aerobic exercises), "Resistance exercise" (≥2 times/week from resistance exercises), "Both types of exercise" (≥7.5 MET-h/week from aerobic exercise and ≥2 times/week from resistance exercises), and "Insufficient exercise" (≤7.5 MET-h/week from aerobic exercise and ≤2 times/week from resistance exercises). Our primary outcome was GDM. Adjusted relative risks (aRRs) with 95% confidence intervals (95% CIs) were calculated using modified Poisson regression, adjusting for potential confounders.

Results

In both the first and second trimesters, analyses included 9049 individuals. In the first trimester, individuals who performed …


Current Active U.S. Patents Held By Sop Inventors - Updated 3/19/26, Soumyajit Majumdar Jan 2026

Current Active U.S. Patents Held By Sop Inventors - Updated 3/19/26, Soumyajit Majumdar

U. S. Patents, School of Pharmacy

List of current active U.S. Patents held by the School of Pharmacy Inventors - updated 3/19/26


Legislative Debate-Attributed Suicidality Among Lgbtq+ Adults: The Buffering Effect Of Community Belongingness, Keith J. Watts, Shawndaya S. Thrasher, Laneshia Conner, Nicole Campbell, Louis G. Baser, Dekeitra Griffin, Sydney Howard, Missy Spears, Justin X. Moore Jan 2026

Legislative Debate-Attributed Suicidality Among Lgbtq+ Adults: The Buffering Effect Of Community Belongingness, Keith J. Watts, Shawndaya S. Thrasher, Laneshia Conner, Nicole Campbell, Louis G. Baser, Dekeitra Griffin, Sydney Howard, Missy Spears, Justin X. Moore

Social Work Faculty Publications

Background: In recent years, the sociopolitical landscape in the United States has shifted due to an increase in state-level legislation regarding LGBTQ+ rights, a trend that has been particularly pronounced in the Commonwealth of Kentucky. While the mental health impacts of enacted laws are increasingly documented, a critical gap remains in understanding the psychological toll of the legislative debates themselves—the prolonged periods of public discourse surrounding the restriction of rights.

Methods: Utilizing data from the 2025 Queer Kentucky Survey (N = 817), this exploratory study examined the association between LGBTQ+ community belongingness and acute suicidality attributed specifically to anti-LGBTQ+ legislative …


Pathos, Winter 2026, Portland State University. Student Publications Board Jan 2026

Pathos, Winter 2026, Portland State University. Student Publications Board

Pathos

Editor: Adriana Stanzione


Wild Rice Life Cycle: An Integrated Science, Social Studies, And Ela Lesson, Rhett Zima, Lily Deming Jan 2026

Wild Rice Life Cycle: An Integrated Science, Social Studies, And Ela Lesson, Rhett Zima, Lily Deming

OER Materials

This lesson is designed to deepen students’ understanding of wild rice, a plant native to Minnesota, by integrating life science concepts such as structure, function, life cycles, and seed dispersal with prior knowledge from English Language Arts and Social Studies. Using the 5E instructional model (Engage, Explore, Explain, Elaborate, and Evaluate), students participate in a structured, inquiry-based learning experience. They begin by connecting to prior knowledge and generating questions, then investigating the life cycle and growth patterns of wild rice through hands-on exploration. As students build their understanding, they analyze how the plant’s seed dispersal supports its survival and reproduction. …


An Evidence-Based Approach To Standardizing Occupational Therapy Services For Functional Neurological Disorder: Protocol Development And Provider Education, Kimberly Yuen Jan 2026

An Evidence-Based Approach To Standardizing Occupational Therapy Services For Functional Neurological Disorder: Protocol Development And Provider Education, Kimberly Yuen

OTD Capstones

Functional Neurological Disorder is a complex neurological condition that continues to be misinterpreted and stigmatized by healthcare practitioners. Occupational therapists play a vital role in the care team for an individual with FND, as their scope of practice helps to empower individuals with this condition to return to daily, meaningful occupations. However, there remains a lack of evidence-based protocols and resources for occupational therapists to utilize when treating functional neurological disorder (FND), resulting in minimized confidence and understanding of how to treat this population. This capstone project addressed these concerns through the creation of multiple deliverables to help improve clinician …


The Functional Significance Of Plk1 Phosphorylation Of Nrf2 In Prostate Cancer Progression, Maria Nur Jan 2026

The Functional Significance Of Plk1 Phosphorylation Of Nrf2 In Prostate Cancer Progression, Maria Nur

Theses and Dissertations--Toxicology and Cancer Biology

Prostate cancer progression and therapeutic resistance are closely linked to alterations in redox homeostasis and cell cycle regulation. Nuclear factor erythroid 2–related factor 2 (NRF2) is a master regulator of antioxidant responses, yet the mechanisms integrating cell cycle signaling with NRF2 activity in prostate cancer remain poorly defined. In this study, we identify polo‑like kinase 1 (PLK1) as a novel regulator of NRF2 through direct phosphorylation at serine 253 (S253). Using bioinformatic prediction, mass spectrometry, in vitro kinase assays, and cell‑based analyses, we demonstrate that PLK1 phosphorylates NRF2 at S253 in a cell cycle–dependent manner, with maximal phosphorylation during mitosis. …


Full Journal Jan 2026

Full Journal

Pastoral Liturgy

No abstract provided.


Supporting Core Instruction: A Mixed Methods Study Of Foundations Of Math Training For Elementary Teachers, Naomi C. Mallory Jan 2026

Supporting Core Instruction: A Mixed Methods Study Of Foundations Of Math Training For Elementary Teachers, Naomi C. Mallory

Doctor of Education Dissertations

Effective Tier 1 mathematics instruction within a Multi-Tiered System of Supports (MTSS) depends on the teacher’s ability to implement research-based instructional practices with confidence and fidelity (Berkeley et al., 2020; Cleaver, 2023). The purpose of this study was to explore educators' perspectives on how explicit, research-based mathematics professional development influenced their perceived capacity to deliver effective core instruction. Specifically, the study explored how the Foundations of Math (FoM) professional development course affected teachers’ confidence and instructional decision-making. This study was conducted within one public school district and included elementary educators who had participated in the FoM course. Data were collected …


Toward Interpretable Multi-Omics Multimodal Biomedical Artificial Intelligence, Yanjun Lyu Jan 2026

Toward Interpretable Multi-Omics Multimodal Biomedical Artificial Intelligence, Yanjun Lyu

Computer Science and Engineering Dissertations

The complexity of human disease arises from biological processes that unfold across multiple scales, from molecular variation through cellular function, tissue organisation, brain phenotypes, each of which is associated with distinct measurement modalities, regularities, and characteristic. Contemporary biomedical artificial intelligence has brought the opportunity to reveal the complexity with in; however, its methodological default, in which models are trained on most readily available modality, does not adequately engage with the multi-scale connected structure by which biological meaning is constituted. The research area of multi-omics and multi-modal AI for biomedicine remains at an early exploratory stage, and the work presented in …