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Forage Seed Production In Egypt For Domestic Marker And For Export, M A. El-Nahrawy, A Rammah, O Niemelainen Jul 2024

Forage Seed Production In Egypt For Domestic Marker And For Export, M A. El-Nahrawy, A Rammah, O Niemelainen

IGC Proceedings (1977-2023)

In Egypt, no major effort is made to provide local and export markets with seeds of correctly identified and pure cultivars of forage crops in spite of the existence of all the essential factors for a successful seed industry. A wide genetic base of indigenous forage crops such as berseem clover and alfalfa, proper irrigation, a harvest and seed maturation period free from rain, sunshine and clear sky all year and highly fertile soils in isolated areas are available. Moreover, uncertified, uncontrolled and unidentified local seeds of berseem clover and alfalfa are highly demanded by foreign markets due to their …


Journal Of Educational Leadership In Action, Volume 9, Issue 2, Full Issue, Lindenwood University Jul 2024

Journal Of Educational Leadership In Action, Volume 9, Issue 2, Full Issue, Lindenwood University

Journal of Educational Leadership in Action

No abstract provided.


Integration Of Faith And Learning In Online Programs: A Case Study Of Online Curriculum At A Christian University, Van Hnuai Kim Jul 2024

Integration Of Faith And Learning In Online Programs: A Case Study Of Online Curriculum At A Christian University, Van Hnuai Kim

Journal of the Scholarship of Teaching and Learning for Christians in Higher Education

Faith-learning integration (FLI), an oft-stated goal of Christian higher education, is neither easy to define nor practice. Existing literature is not clear on how the fusion of faith and learning is taking place in the classroom, either in person or online. This study examines the two online programs of a Christian university in the Midwest of the United States. The purpose of the study is to describe some of the ways FLI is implemented in the two selected online programs, to gain a better understanding of FLI, and to suggest ways to implement FLI throughout the whole program effectively. The …


Supporting Student Success In The Classroom: Creating A Socio-Emotional Healthy Environment For University Students, Amonda Matthewman-Isgrigg Jul 2024

Supporting Student Success In The Classroom: Creating A Socio-Emotional Healthy Environment For University Students, Amonda Matthewman-Isgrigg

Journal of the Scholarship of Teaching and Learning for Christians in Higher Education

Through the use of Astin’s IEO Model, Socio-Emotional Intelligence (SEI), and Maslow’s Hierarchy of Needs, this paper acknowledges college and university students’ academic and emotional needs and seeks to address the needs of current and future university students to have a supportive classroom environment as they earn their degrees. As the primary focus is on students, the well-being and training of instructors need to be addressed as well because they are the front line of the student support system. By analyzing the pre-existing inputs of the students, being the emotional and mental well-being of the student identified through Maslow’s Hierarchy …


Editorial: Worship Leadership In Action, Hayoung Lim Jul 2024

Editorial: Worship Leadership In Action, Hayoung Lim

Journal of the Scholarship of Teaching and Learning for Christians in Higher Education

No abstract provided.


Full Text Jul 2024

Full Text

Journal of the Scholarship of Teaching and Learning for Christians in Higher Education

No abstract provided.


Energy Security Of Ukraine: External Threats From The Russian Federation, Valeriia Lymar Jul 2024

Energy Security Of Ukraine: External Threats From The Russian Federation, Valeriia Lymar

Yearbook of Antitrust and Regulatory Studies

A country’s energy security is an important component of its overall national security, as energy supply is essential for the functioning of its national economy and the livelihoods of its population. The purpose of this research is to develop practical tools for analyzing the condition of Ukraine’s energy sector, and to provide practical recommendations for potential development and integration into the single European energy system. The practical value of the research findings is that the SWOT-analysis (Strengths – Weakness – Opportunities – Troubles) of the energy sector of Ukraine which makes it possible to identify the most acute problems and …


Emerging Clean Energy Choices In Canada’S Net-Zero 2050 Transition: The Role Of Nuclear In The Low Carbon And Clean Hydrogen Context, Rudiger Tscherning, Jesse Dias Jul 2024

Emerging Clean Energy Choices In Canada’S Net-Zero 2050 Transition: The Role Of Nuclear In The Low Carbon And Clean Hydrogen Context, Rudiger Tscherning, Jesse Dias

Yearbook of Antitrust and Regulatory Studies

The paper argues that nuclear energy could play a significant role in decarbonizing the production of low carbon hydrogen from natural gas feedstock with associated carbon storage, as part of a wider shift towards ‘net-zero’ in Canada’s natural resources value chain. It examines regulatory readiness for small modular reactors in the oil, gas, and low-carbon energy sector of Canada’s energy jurisdiction, and calls for the speedy design and development of a single ‘go-to’ regulatory framework for nuclear energy in Alberta.

Résumé
L’article soutient que l’énergie nucléaire pourrait jouer un rôle important dans la décarbonisation de la production d’hydrogène décarboné à …


“The Role Of Modern Technologies In Effective Management Of Crowds”, Ayman El-Din Jul 2024

“The Role Of Modern Technologies In Effective Management Of Crowds”, Ayman El-Din

Journal of Police and Legal Sciences

Scientists started to think about the importance of developing crowd management methods, because of human gatherings - in different countries - have been accompanied by lots of disasters that have killed many and resulted in many injuries. Gathering crowd data is vital in the process of managing crowds, as crowd information contributes significantly to planning and decision-making processes and increasing communication between parties interacting with them, and data collected includes "the number of crowd members, crowd density, and problems that may occur”. Technology and technical awareness play an important role in “collecting, organizing, analyzing” real-time collected data of crowd. This …


Coastal Infrastructure And Climate Change Adaptation In Bangladesh: Ecosystem Services Insights From An Integrated Ses-Dapsir Framework, Md Monzer Hossain Sarker, Alberto Gabino Martínez-Hernández, Jesús Reyes Vásquez, Perla Rivadeneyra, Sebastian Sebastian Raimondo Jul 2024

Coastal Infrastructure And Climate Change Adaptation In Bangladesh: Ecosystem Services Insights From An Integrated Ses-Dapsir Framework, Md Monzer Hossain Sarker, Alberto Gabino Martínez-Hernández, Jesús Reyes Vásquez, Perla Rivadeneyra, Sebastian Sebastian Raimondo

Fondazione Eni Enrico Mattei Working Papers

The escalating impacts of climate change on coastal regions stress the urgency for effective adaptation strategies, particularly for the case of high-risk countries such as Bangladesh. Nature-based solutions, grey and mixed coastal infrastructure offer promising solutions for addressing these challenges. Prior publications have utilized decision-making models such as the DPSIR framework to explore the link between coastal infrastructure and climate change. However, until now none of them have used it in combination with broader frameworks. Moreover, few works have analyzed the south central coast of Bangladesh by following an integrated approach. Hence, this working paper aims to bridge these gaps …


Ada News - 07/08/2024, American Dental Association, Publishing Division Jul 2024

Ada News - 07/08/2024, American Dental Association, Publishing Division

ADA News

Established in 1970 as the official newspaper of the American Dental Association, the ADA News serves practicing dentists and others allied to the dental profession in the U.S. and internationally. It is the No. 1 source of news and information about the many benefits and services the ADA delivers to members daily as well as timely information on scientific, social, political and economic developments affecting dentistry and health care.


Influence Of Social Capital On Community-Based Health Care Programs In Rural Paupa New Guinea: An Ethnographic Study, Carol J. Bett Jul 2024

Influence Of Social Capital On Community-Based Health Care Programs In Rural Paupa New Guinea: An Ethnographic Study, Carol J. Bett

Dissertations

This descriptive, ethnographic study explored the influence of cultural health beliefs and social capital on the adoption of community-based health care interventions by rural villages in Papua New Guinea. The development of local level resources that lead to improved health indices requires an awareness of both the cultural context and the relational components of social capital that link people within the community. Social capital has been defined as resources that are an inherent part of a social group and the elements of social organization such as trust, networks, and norms of reciprocity that facilitate mutual cooperation (Billings, 2000; Carpiano, 2006). …


Facets Of Neuroticism As Predictors Of Heart Rate Variability And Psychological Distress, Mikel Cressman Jul 2024

Facets Of Neuroticism As Predictors Of Heart Rate Variability And Psychological Distress, Mikel Cressman

Theses and Dissertations

Heart rate variability (HRV) and personality are related to both physical and mental health outcomes. Previous research has found a relationship between neuroticism and distress while the findings on the relationship between neuroticism and HRV are mixed. Studying the facets of neuroticism may provide a more nuanced view of the effects of personality on HRV and distress. Previous research has suggested that the vulnerability facet of neuroticism appears to be uniquely related to the cardiovascular response to stress. This study's first hypothesis is that individuals with higher scores on the vulnerability facet will have lower heart rate variability. The second …


Bodies On The Line: An Analysis Of Incarceration And Assassination And Their Role In Civil Rights Movements, Courtney Mason Jul 2024

Bodies On The Line: An Analysis Of Incarceration And Assassination And Their Role In Civil Rights Movements, Courtney Mason

Richmond Public Interest Law Review

The history of American civil rights is understood largely through the context of various mass movements. Most famously, the Civil Rights Movement of the 1950s and 1960s was a remarkable representation of collective action. The success of that movement becomes even more significant when considering the realities of life for Black Americans at the time. In the spirit of those movements, the 2010s and 2020s have brought about modern movements that continue to push against discrimination toward Black Americans and push for progress in the legal system. The movements each were and are met with opposition. This article focuses on …


Enter Stage Left: Immigration And The American Arts, K. Pun Winichakul, Ning Zhang Jul 2024

Enter Stage Left: Immigration And The American Arts, K. Pun Winichakul, Ning Zhang

Economics: Faculty Publications

To what extent have immigrants contributed to the growth of the United States arts sector? In this paper, we explore the impact of immigration during the Age of Mass Migration on the development of the arts in the U.S. over the past century. In the short run, our results suggest that immigration helped produce greater numbers of native artists. Over a century later, the bene- fits to the arts persist. Counties with greater historical immigration house more arts businesses and nonprofit organizations that generate more revenue, employ a larger proportion of the community, and earn more federal arts grants. When …


Re: Butte Priority Soils Operable Unit (Bpsou) 2024 Final Unreclaimed Sites Quality Assurance Project Plan (Qapp), Mike Mcanulty Jul 2024

Re: Butte Priority Soils Operable Unit (Bpsou) 2024 Final Unreclaimed Sites Quality Assurance Project Plan (Qapp), Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Investigating The Fatigue Life Of Asymmetric And Novel Helical Gear Drives, Rajesh S Jul 2024

Investigating The Fatigue Life Of Asymmetric And Novel Helical Gear Drives, Rajesh S

Theses and Dissertations

The present research work investigates the contact and bending fatigue life of asymmetric helical gear and novel helical gear based on the finite element analysis. In the first phase, the contact and bending fatigue life of the asymmetric helical gear drives is estimated based on the strain life approach.

Further, a parametric study is carried out to investigate the influence of important helical gear parameters such as module, pressure angle, helix angle, gear ratio, teeth number and face width on contact and bending fatigue life of asymmetric helical gear drives. It is noted that the asymmetric helical gear shows a …


Stopping The Cycle Of Abuse Before It Starts: An Evaluation Of Virginia’S Domestic Violence Primary Prevention Model In Schools, Amanda Palini Jul 2024

Stopping The Cycle Of Abuse Before It Starts: An Evaluation Of Virginia’S Domestic Violence Primary Prevention Model In Schools, Amanda Palini

Richmond Public Interest Law Review

In 1994 the United States was faced with a domestic violence epidemic that led Congress to pass the Violence Against Women Act (VAWA). The Act was passed to respond to the needs of victims, particularly women, who are at the highest risk of victimization in crimes such as domestic violence and sexual assault. While domestic violence has been recognized as an important public health problem, most services provided are focused on after-the-fact interventions rather than prevention.

Many states, including Virginia, have since created domestic violence prevention programs, added preventative requirements to their state code, and tasked their respective Departments of …


Research In Motion, University Of Dayton. School Of Education And Health Sciences Jul 2024

Research In Motion, University Of Dayton. School Of Education And Health Sciences

School of Education and Health Sciences Blog Archive

The Motion Analysis Laboratory is an asset to students in the physical therapy doctoral program.


Superphenomena For Arbitrary Quantum Observables, Andrew N. Jordan, Yakir Aharonov, Daniele C. Struppa, Fabrizio Colombo, Irene Sabadini, Tomer Shushi, Jeff Tollaksen, John C. Howell, A. Nick Vamivakas Jul 2024

Superphenomena For Arbitrary Quantum Observables, Andrew N. Jordan, Yakir Aharonov, Daniele C. Struppa, Fabrizio Colombo, Irene Sabadini, Tomer Shushi, Jeff Tollaksen, John C. Howell, A. Nick Vamivakas

Mathematics, Physics, and Computer Science Faculty Articles and Research

Superoscillations occur when a globally band-limited function locally oscillates faster than its highest Fourier component. We generalize this effect to arbitrary quantum-mechanical operators as a weak value, where the preselected state is a superposition of eigenstates of the operator with eigenvalues bounded to a range, and the postselection state is a local position. Superbehavior of this operator occurs whenever the operator's weak value exceeds its eigenvalue bound. We give illustrative examples of this effect for total angular momentum and energy. In the latter case, we demonstrate a sequence of harmonic oscillator potentials where a finite-energy state converges everywhere on the …


Agricultural Labor Trafficking In The U.S.: An Exchange Network Analysis, Gary J. Kowaluk Jul 2024

Agricultural Labor Trafficking In The U.S.: An Exchange Network Analysis, Gary J. Kowaluk

Richmond Public Interest Law Review

Labor trafficking occurs when individuals are forced to work by force, fraud, or coercion. In the United States, agricultural labor trafficking is both widespread and underreported. It is often carried out by farm labor subcontractors, who conduct the labor trafficking on behalf of U.S. companies. Labor trafficking in U.S. agriculture continues year after year, as trafficked immigrant workers fear being further punished if they attempt to redress their workplace grievances. The H-2A visa system is designed to protect workers from labor trafficking abuses, but the system is ineffective and in need of reform. To learn more about agricultural labor trafficking …


From Community Science To Community Justice: Protecting Data Usability In Community Air Quality Monitoring Networks, Marley Manjarrez Jul 2024

From Community Science To Community Justice: Protecting Data Usability In Community Air Quality Monitoring Networks, Marley Manjarrez

Richmond Public Interest Law Review

Community science holds significant promise for empowering communities to address air quality disparities and advocate for policy change. However, the usability and legal defensibility of community-collected data pose significant challenges. This article argues that with the help of low-cost tools such as air quality monitors, community members can take an active role in combating the disproportionate distribution of air pollutants hidden by our current regulatory scheme. By examining the regulatory frameworks under the Clean Air Act and opportunities for procedural justice at federal, state, and local levels, the article identifies pathways for incorporating community-collected data into air quality regulation and …


Identification And Characterization Of Intrinsically Disordered Protein Regions, Guy Wayne Dayhoff Ii Jul 2024

Identification And Characterization Of Intrinsically Disordered Protein Regions, Guy Wayne Dayhoff Ii

USF Tampa Graduate Theses and Dissertations

This dissertation investigates protein intrinsic disorder and intrinsically disordered protein regions (IDPRs) through the development and application of advanced computational and experimental techniques. Chapter 1 provides an introduction to protein intrinsic disorder, outlining the historical context and fundamental concepts that highlight the importance of intrinsically disordered proteins (IDPs) and IDPRs in various biological processes. Chapter 2 focuses on the rapid prediction and analysis of protein intrinsic disorder. We introduce RIDAO (Rapid Intrinsic Disorder Analysis Online), a high-efficiency web-based tool that integrates multiple disorder predictors. RIDAO significantly outperforms existing predictors in computational efficiency, making it suitable for large-scale proteomic studies. We …


Fundamental Limits In Measuring The Anisotropic Rotational Diffusion Of Single Molecules, Weiyan Zhou, Tingting Wu, Matthew D. Lew Jul 2024

Fundamental Limits In Measuring The Anisotropic Rotational Diffusion Of Single Molecules, Weiyan Zhou, Tingting Wu, Matthew D. Lew

Electrical & Systems Engineering Publications and Presentations

Many biophysical techniques, such as single-molecule fluorescence correlation spectroscopy, Förster resonance energy transfer, and fluorescence anisotropy, measure the translation and rotation of biomolecules to quantify molecular processes at the nanoscale. These methods often simplify data analysis by assuming isotropic rotational diffusion, e.g., that molecules wobble within a circular cone. This simplification ignores the anisotropy present in many biological contexts that may cause molecules to exhibit different degrees of diffusion in different directions. Here, we loosen this assumption and establish a theoretical framework for describing and measuring anisotropic rotational diffusion using fluorescence imaging. We show that anisotropic wobble is directly quantified …


Recoil-Order And Radiative Corrections To The Acorn Experiment, F. E. Wietfeldt, W. A. Byron, B. Collett, M. S. Dewey, T. R. Gentile, F. Glück, M. T. Hassan, G. L. Jones, Alexander Komives, J. S. Nico, E. J. Stephenson Jul 2024

Recoil-Order And Radiative Corrections To The Acorn Experiment, F. E. Wietfeldt, W. A. Byron, B. Collett, M. S. Dewey, T. R. Gentile, F. Glück, M. T. Hassan, G. L. Jones, Alexander Komives, J. S. Nico, E. J. Stephenson

Physics & Astronomy Faculty publications

The aCORN experiment measures the electron-antineutrino correlation 𝑎 coefficient in free neutron decay. We update the previous aCORN results [G. Darius et al., Phys. Rev. Lett. 119, 042502 (2017) and M. T. Hassan et al., Phys. Rev. C 103, 045502 (2021)] to include radiative and recoil corrections to first order, and discuss a key issue in the comparison of results from different 𝑎-coefficient experimental methods when these effects are considered. The corrected combined result is ‾𝑎=−0.10779±0.00125⁢(stat)±0.00134⁢(sys), averaged over the full Fermi neutron beta spectrum. The corresponding corrected result for the ratio of weak coupling constants 𝜆=𝐺𝐴/𝐺𝑉 is …


Transformative Agreements: The Good, The Bad, And The Confusing, Camille Mccutcheon, Peggy Kain, Tracy M. Cole Jul 2024

Transformative Agreements: The Good, The Bad, And The Confusing, Camille Mccutcheon, Peggy Kain, Tracy M. Cole

Libraries Professional Work

SELA, Huntsville, AL , July 7-9, 2024​


Intratumoral Immune Triads Are Required For Immunotherapy-Mediated Elimination Of Solid Tumors, Paul Zumbo, Asim Dave, Doron Betel, Sung Wook Kang, Hee-Jin Jang, Matthew D Hellmann, Bryan M Burt, Hyun-Sung Lee, Andrea Schietinger Jul 2024

Intratumoral Immune Triads Are Required For Immunotherapy-Mediated Elimination Of Solid Tumors, Paul Zumbo, Asim Dave, Doron Betel, Sung Wook Kang, Hee-Jin Jang, Matthew D Hellmann, Bryan M Burt, Hyun-Sung Lee, Andrea Schietinger

Faculty, Staff and Students Publications

Tumor-specific CD8+ T cells are frequently dysfunctional and unable to halt tumor growth. We investigated whether tumor-specific CD4+ T cells can be enlisted to overcome CD8+ T cell dysfunction within tumors. We find that the spatial positioning and interactions of CD8+ and CD4+ T cells, but not their numbers, dictate anti-tumor responses in the context of adoptive T cell therapy as well as immune checkpoint blockade (ICB): CD4+ T cells must engage with CD8+ T cells on the same dendritic cell during the effector phase, forming a three-cell-type cluster (triad) to license CD8+ T cell cytotoxicity and cancer cell elimination. …


Multi-Scale Signaling And Tumor Evolution In High-Grade Gliomas, Marina A Gritsenko, Tung-Shing M Lih, Jennifer E Kyle, Tomer M Yaron-Barir, Zev A Binder, Yize Li, Ilya Strunilin, Yi-Ting Wang, Chia-Feng Tsai, Weiping Ma, Lijun Chen, Natalie M Clark, Andrew Shinkle, Nataly Naser Al Deen, Wagma Caravan, Andrew Houston, Faria Anjum Simin, Matthew A Wyczalkowski, Liang-Bo Wang, Erik Storrs, Siqi Chen, Ritvik Illindala, Yuping D Li, Reyka G Jayasinghe, Dmitry Rykunov, Sandra L Cottingham, Rosalie K Chu, Karl K Weitz, Ronald J Moore, Tyler Sagendorf, Vladislav A Petyuk, Michael Nestor, Lisa M Bramer, Kelly G Stratton, Athena A Schepmoes, Sneha P Couvillion, Josie Eder, Young-Mo Kim, Yuqian Gao, Thomas L Fillmore, Rui Zhao, Matthew E Monroe, Austin N Southard-Smith, Yang E Li, Rita Jui-Hsien Lu, Jared L Johnson, Maciej Wiznerowicz, Galen Hostetter, Chelsea J Newton, Karen A Ketchum, Ratna R Thangudu, Jill S Barnholtz-Sloan, Pei Wang, David Fenyö, Eunkyung An, Mathangi Thiagarajan, Ana I Robles, D R Mani, Richard D Smith, Eduard Porta-Pardo, Lewis C Cantley, Antonio Iavarone, Feng Chen, Mehdi Mesri, Maclean P Nasrallah, Hui Zhang, Adam C Resnick, Milan G Chheda, Karin D Rodland, Tao Liu, Li Ding, Philadelphia Coalition For A Cure, Clinical Proteomic Tumor Analysis Consortium Jul 2024

Multi-Scale Signaling And Tumor Evolution In High-Grade Gliomas, Marina A Gritsenko, Tung-Shing M Lih, Jennifer E Kyle, Tomer M Yaron-Barir, Zev A Binder, Yize Li, Ilya Strunilin, Yi-Ting Wang, Chia-Feng Tsai, Weiping Ma, Lijun Chen, Natalie M Clark, Andrew Shinkle, Nataly Naser Al Deen, Wagma Caravan, Andrew Houston, Faria Anjum Simin, Matthew A Wyczalkowski, Liang-Bo Wang, Erik Storrs, Siqi Chen, Ritvik Illindala, Yuping D Li, Reyka G Jayasinghe, Dmitry Rykunov, Sandra L Cottingham, Rosalie K Chu, Karl K Weitz, Ronald J Moore, Tyler Sagendorf, Vladislav A Petyuk, Michael Nestor, Lisa M Bramer, Kelly G Stratton, Athena A Schepmoes, Sneha P Couvillion, Josie Eder, Young-Mo Kim, Yuqian Gao, Thomas L Fillmore, Rui Zhao, Matthew E Monroe, Austin N Southard-Smith, Yang E Li, Rita Jui-Hsien Lu, Jared L Johnson, Maciej Wiznerowicz, Galen Hostetter, Chelsea J Newton, Karen A Ketchum, Ratna R Thangudu, Jill S Barnholtz-Sloan, Pei Wang, David Fenyö, Eunkyung An, Mathangi Thiagarajan, Ana I Robles, D R Mani, Richard D Smith, Eduard Porta-Pardo, Lewis C Cantley, Antonio Iavarone, Feng Chen, Mehdi Mesri, Maclean P Nasrallah, Hui Zhang, Adam C Resnick, Milan G Chheda, Karin D Rodland, Tao Liu, Li Ding, Philadelphia Coalition For A Cure, Clinical Proteomic Tumor Analysis Consortium

Faculty, Staff and Students Publications

Although genomic anomalies in glioblastoma (GBM) have been well studied for over a decade, its 5-year survival rate remains lower than 5%. We seek to expand the molecular landscape of high-grade glioma, composed of IDH-wildtype GBM and IDH-mutant grade 4 astrocytoma, by integrating proteomic, metabolomic, lipidomic, and post-translational modifications (PTMs) with genomic and transcriptomic measurements to uncover multi-scale regulatory interactions governing tumor development and evolution. Applying 14 proteogenomic and metabolomic platforms to 228 tumors (212 GBM and 16 grade 4 IDH-mutant astrocytoma), including 28 at recurrence, plus 18 normal brain samples and 14 brain metastases as comparators, reveals heterogeneous upstream …


Intouch Week Of July 8, 2024, New York Medical College Jul 2024

Self-Explainable Graph Neural Network For Alzheimer Disease And Related Dementias Risk Prediction: Algorithm Development And Validation Study, Yifang Dang, Fang Li, Jingna Feng, Evan Yu, Cui Tao Jul 2024

Self-Explainable Graph Neural Network For Alzheimer Disease And Related Dementias Risk Prediction: Algorithm Development And Validation Study, Yifang Dang, Fang Li, Jingna Feng, Evan Yu, Cui Tao

Faculty, Staff and Student Publications

Background: Alzheimer disease and related dementias (ADRD) rank as the sixth leading cause of death in the United States, underlining the importance of accurate ADRD risk prediction. While recent advancements in ADRD risk prediction have primarily relied on imaging analysis, not all patients undergo medical imaging before an ADRD diagnosis. Merging machine learning with claims data can reveal additional risk factors and uncover interconnections among diverse medical codes.

Objective: The study aims to use graph neural networks (GNNs) with claim data for ADRD risk prediction. Addressing the lack of human-interpretable reasons behind these predictions, we introduce an innovative, self-explainable method …