Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network™

Open Access. Powered by Scholars. Published by Universities.®

Discipline
Institution
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 63181 - 63210 of 1792352

Full-Text Articles in Entire DC Network

The Guardian The Month Of October 2025, Wright State Student Body Oct 2025

The Guardian The Month Of October 2025, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the Month of October 2025. The Guardian is the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.


Escape Of Kdm6a From X Chromosome Is Detrimental To Ischemic Brains Via Irf5 Signaling, Conelius Ngwa, Afzal Misrani, Kanaka Valli Manyam, Yan Xu, Shaohua Qi, Romana Sharmeen, Juneyoung Lee, Long-Jun Wu, Louise Mccullough, Fudong Liu Oct 2025

Escape Of Kdm6a From X Chromosome Is Detrimental To Ischemic Brains Via Irf5 Signaling, Conelius Ngwa, Afzal Misrani, Kanaka Valli Manyam, Yan Xu, Shaohua Qi, Romana Sharmeen, Juneyoung Lee, Long-Jun Wu, Louise Mccullough, Fudong Liu

The Brown Foundation: Institute of Molecular Medicine

The role of chromatin biology and epigenetics in disease progression is gaining increasing recognition. Genes that escape X chromosome inactivation (XCI) can impact neuroinflammation through epigenetic mechanisms. Our previous study has suggested that the X escapee genes Kdm6a and Kdm5c are involved in microglial activation after stroke in aged mice. However, the underlying mechanisms remain unclear. We hypothesized that Kdm6a/5c demethylate H3K27Me3/H3K4Me3 in microglia, respectively, and mediate the transcription of interferon regulatory factor 5 (IRF5) and IRF4, leading to microglial pro-inflammatory responses and exacerbated stroke injury. Aged (17–20 months) Kdm6a/5c microglial conditional knockout (CKO) female mice (one allele of the …


Localizing Public Order, Brenner M. Fissell Oct 2025

Localizing Public Order, Brenner M. Fissell

Vanderbilt Law Review

Public order offenses—public intoxication, sleeping outside, etc.—seem trivial, but they have enormous consequences for marginalized populations. These are the offenses that justify coercive police interactions, as well as entry into the procedural morass of the criminal legal system. Accordingly, these offenses have received extensive scholarly attention, with decades of research addressing their vagueness and their impact on urban communities of color. But no work has been done to survey how much of this conduct is criminalized and at what jurisdictional level—city or state. This Article picks up that task, undertaking a comprehensive analysis of the criminal codes of the fifty …


Borderplex Business Barometer, Volume 9, Number 10, Thomas M. Fullerton Jr., Steven L. Fullerton Oct 2025

Borderplex Business Barometer, Volume 9, Number 10, Thomas M. Fullerton Jr., Steven L. Fullerton

Border Region Modeling Project

No abstract provided.


Understanding The Impact Of Transnational Education: Insights From Uk Tne Alumni, Sladana Krstic, Alexander Towne, Liz Worthen Oct 2025

Understanding The Impact Of Transnational Education: Insights From Uk Tne Alumni, Sladana Krstic, Alexander Towne, Liz Worthen

Higher education research

This study explores the impact of UK transnational education (TNE). The research is based on analysis of survey data from 550 UK TNE alumni augmented with interviews of 27 UK TNE graduates. As transnational education (TNE) continues to expand – across borders, institutions, and delivery models—so too does the imperative to understand its impact. This extends not only to students and graduates, but also to the local communities in which TNE is embedded. This is a global study capturing views of individuals who have experienced UK TNE across over 70 countries. The study reveals the substantial impact of UK TNE …


History 104- History Of Modern Us, Stephen F. Haller Phd Oct 2025

History 104- History Of Modern Us, Stephen F. Haller Phd

Open Educational Resources

No abstract provided.


Exploring The Relationships Between Childhood Emotional Neglect, Attachment, Perfectionism, And Adult Mental Health Struggles Across The Socioeconomic Spectrum, Jordan Biedrzycki Oct 2025

Exploring The Relationships Between Childhood Emotional Neglect, Attachment, Perfectionism, And Adult Mental Health Struggles Across The Socioeconomic Spectrum, Jordan Biedrzycki

Dissertations

This mixed-methods, cross-sectional study investigated the associations between childhood emotional neglect, perfectionism, attachment insecurity, and internalizing symptoms (depression and anxiety) among adults from varying socioeconomic (SES) backgrounds. Participants (N = 210) aged 18 years or older completed five validated self-report instruments for the quantitative analyses and answered two optional open-ended questions that yielded qualitative data. Data from the self-report measures were analyzed using independent samples t-tests, linear regressions, and moderation analyses conducted with the PROCESS macro. Three hypotheses were tested in this study. First, participants from high-SES backgrounds reported experiencing emotional neglect more frequently than other maltreatment subtypes (t = …


Diabetes-Related Foot Complications And Socioeconomic Influences Among Hispanic Males In South Texas: A Scoping Review, Mariana J. Rodriguez, Demian Rodriguez, Amanda L. Killeen Oct 2025

Diabetes-Related Foot Complications And Socioeconomic Influences Among Hispanic Males In South Texas: A Scoping Review, Mariana J. Rodriguez, Demian Rodriguez, Amanda L. Killeen

School of Podiatric Medicine - Student Research

Introduction: Diabetes mellitus is the 7th leading cause of death in the United States and is 6th in the state of Texas. Counties from South Texas are primarily affected with higher rates of diabetes than both the state and national average. Diabetes mellitus is a complex and progressive disease which can affect multiple systems of the body, leading to serious complications if untreated, especially in the lower extremities. Uncontrolled diabetes is often associated with diabetic foot ulcers (DFU), foot infections, and lower extremity amputations (LEA). South Texas is a region predominantly populated by Hispanic Americans who are disproportionally …


Soft Tissue Envelope Compromise Following Low-Side Motorcycle Accident: A Case Study And Literature Review, Steven A. Bolton, Ali Ahmad, Jonathan Rodriguez, Hooman Mir Oct 2025

Soft Tissue Envelope Compromise Following Low-Side Motorcycle Accident: A Case Study And Literature Review, Steven A. Bolton, Ali Ahmad, Jonathan Rodriguez, Hooman Mir

School of Podiatric Medicine - Student Research

Purpose: This case report details a staged approach in managing a patient who presented to the ER with a displaced proximal second phalanx fracture, extensive soft tissue damage, and diffuse fracture blistering following a motorcycle crash. This case highlights that soft tissue damage may not always correlate with severe osseous injury.

Methodology: This case is a concurrent chart review of a 40-year-old who sustained a low side motorcycle injury resulting in a minimally displaced avulsion fracture of the medial 2nd toe proximal phalanx base with extensive soft tissue damage, fracture blisters, and lower extremity edema.

Procedures: Radiographic evaluation demonstrated no …


New Mexico Health Care Workforce Committee 2025 Annual Report, University Of New Mexico - Health Sciences Center Oct 2025

New Mexico Health Care Workforce Committee 2025 Annual Report, University Of New Mexico - Health Sciences Center

New Mexico Health Care Workforce Committee (2013-ongoing)

No abstract provided.


Ethical Considerations, Determinations, And Suggestions For Implementation Of Generative Artificial Intelligence In The Classroom, Becky Molin Oct 2025

Ethical Considerations, Determinations, And Suggestions For Implementation Of Generative Artificial Intelligence In The Classroom, Becky Molin

School of Education and Leadership Student Capstone Projects

The research question addressed in this capstone project is: “How can students and educators ethically use Generative AI in the classroom?” This paper, created for the benefit of general education classroom staff, details the creation of a professional development intended to inform educators about the pros, cons, and possible implementations of Generative AI in secondary and tertiary classrooms. The six key topics covered in the capstone are: Defining Generative AI, Ethics of Generative AI, The Effects of Generative AI on the Human Brain, Perception of Generative AI in Education, and finally Monitoring, Teaching About & Handling Generative AI in Schools. …


Comparative Analysis Of Mineral Content In Plant-Based Milk Alternatives: Implications For Renal Patient Education, K. Mitchell, A. Widaman, Ashwini Wagle Oct 2025

Comparative Analysis Of Mineral Content In Plant-Based Milk Alternatives: Implications For Renal Patient Education, K. Mitchell, A. Widaman, Ashwini Wagle

Faculty Research, Scholarly, and Creative Activity

The plant-based milk alternative (PBMA) market is expanding rapidly, offering a diverse range of options. However, the mineral composition of PBMA varies significantly across brands and milk types, posing challenges in educating individuals with renal disease. This study aimed to quantify and compare key minerals of concern for renal patients in commercially available PBMA using inductively coupled plasma optical emission spectrometry.

PBMA products available in the San Francisco Bay Area were purchased from chain grocery stores in spring 2023 and early January 2024. A total of 134 unique PBMA products from 28 brands and 11 different milk-alternative sources were analyzed. …


Legal Insurance And Its Limits, Nora Freeman Engstrom Oct 2025

Legal Insurance And Its Limits, Nora Freeman Engstrom

Michigan Law Review

Courts are buckling under the weight of a staggering access-to-justice crisis. In three-quarters of cases, at least one side lacks a lawyer, default judgments are on the rise, and most Americans with valid claims never take legal action. The situation is dire, and it understandably has policymakers casting about for a fix. On the menu are a range of uncontroversial reform ideas, such as expanding legal aid, supporting system simplification, and promoting pro bono. But it is increasingly clear that those measures—even if accomplished—would not make a dent in the problem. Attention is thus turning to other reform ideas, such …


Good Cause For Goodness’ Sake: A New Approach To Notice-And-Comment Rulemaking, Hazel Rosenblum-Sellers Oct 2025

Good Cause For Goodness’ Sake: A New Approach To Notice-And-Comment Rulemaking, Hazel Rosenblum-Sellers

Michigan Law Review

Notice and comment is a public participation process, first articulated in the Administrative Procedure Act (APA), that was heralded at the time as a critical innovation to engage the general population in the administrative agency rulemaking process. It has been crippled in the past fifty years, first by a series of cases—primarily at the circuit court level—which imposed new procedural requirements on agencies outside the text of the APA itself, and then by technological advancements that have enabled sophisticated parties to game the system while boxing others out. Rather than creating a democratic open-door process, notice and comment has become …


Citizen Shareholders: The State As A Fiduciary In International Investment Law, Eleanor L. Thompson Oct 2025

Citizen Shareholders: The State As A Fiduciary In International Investment Law, Eleanor L. Thompson

Michigan Law Review

International investment law provides stability for investors, helps capital flow across the globe, and can be a critical tool for sustainable development. This regime, however, has become increasingly controversial, in part due to its inability to reconcile investor obligations with competing human rights obligations. International investment treaties provide substantive guarantees to investors, including submission to binding arbitration in the event of breach. When found in breach of one of these guarantees, international investment arbitral tribunal awards are often in the hundreds of millions of dollars, potentially creating “regulatory chill” for states that may otherwise take affirmative action to protect human …


Wooster Magazine: Annual Report Edition 2024-25, Caitlin Paynich Stanowick Oct 2025

Wooster Magazine: Annual Report Edition 2024-25, Caitlin Paynich Stanowick

Wooster Magazine: 2021-2030

The fall Annual Report Edition 2024-25 of Wooster magazine highlights a year of meaningful progress and shared achievement across campus. The annual financial review reports on the College’s operating revenues and expenses and showcases the ways donors contributed to the ongoing success of Wooster and its students in the past year. New endowments honoring beloved professors Ralph Bangham of biology and Nancy Ditmer of music are highlighted. Members of the Class of 2025 share their new paths in graduate study, research, and fulfilling careers. Wooster’s new minors in climate studies and humanities, arts and creative computing broaden curricular opportunities, providing …


Suicide Prevention Through The Reduction Of Counseling Stigma In Fort Riley, Kansas, Yanni Kagiwada-Moya Oct 2025

Suicide Prevention Through The Reduction Of Counseling Stigma In Fort Riley, Kansas, Yanni Kagiwada-Moya

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this social change portfolio is to decrease the stigma of seeking mental help through addressing culture, norms, or systems within Fort Riley, Kansas, that contribute to stigma and suicide risk while using preventative measures to reduce suicide ideation and risk.

Significant Findings: This project focuses on reducing counseling stigma to prevent suicide among military personnel and veterans at Fort Riley, Kansas. Despite available mental health services, 44% of soldiers report fearing career impacts if they seek help, highlighting the need for cultural and systemic change (Irwin Army Community Hospital, 2024). Using the Social- Ecological Model …


Diabetes-Related Foot Complications And Socioeconomic Influences Among Hispanic Males In South Texas: A Scoping Review, Mariana J. Rodriguez, Demian Rodriguez, Amanda Killeen Oct 2025

Diabetes-Related Foot Complications And Socioeconomic Influences Among Hispanic Males In South Texas: A Scoping Review, Mariana J. Rodriguez, Demian Rodriguez, Amanda Killeen

School of Podiatric Medicine Publications

Introduction: Diabetes mellitus is the 7th leading cause of death in the U.S. and 6th in Texas. South Texas counties have higher diabetes rates than state and national averages. This complex, progressive disease affects multiple body systems and can lead to serious complications, especially in the lower extremities. Uncontrolled diabetes is often associated with diabetic foot ulcers (DFU), foot infections, and lower extremity amputations (LEA). South Texas, predominantly Hispanic American, is disproportionately affected. This demographic faces clinical barriers due to a lack of cultural understanding, highlighting the need for culturally sensitive healthcare workers such as promotoras. This study aimed to …


Prevalence Of Risk Factors And Severity Level Of Diabetic Retinopathy In Uitm Medical Specialist Centre:An Ordinal Analysis, Aniza Ayuna Che Jani, Zuraida Khairudin, Nornadiah Mohd Razali, Nor Azimah Abd Aziz, Hezlin Aryani Abd Rahman, Nur Syamimi Haji Abu Bakar Oct 2025

Prevalence Of Risk Factors And Severity Level Of Diabetic Retinopathy In Uitm Medical Specialist Centre:An Ordinal Analysis, Aniza Ayuna Che Jani, Zuraida Khairudin, Nornadiah Mohd Razali, Nor Azimah Abd Aziz, Hezlin Aryani Abd Rahman, Nur Syamimi Haji Abu Bakar

Malaysian Journal of Computing (MJoC)

Diabetic Retinopathy (DR) has become a major concern as the number of diabetic patients who are diagnosed with DR has been on the rise each year. Hence, the adoption of a strategic approach is needed to determine the factors that contribute to the level of severity in DR patients. This research aims to determine the significant risk factors influencing the severity level of DR as well as to evaluate the classification rate between the severity level of 157 patients at UiTM Private Specialist Centre by employing the Ordinal Logistic Regression (OLR) analysis. The study revealed that there were 60 (38%) …


The Leadership And Organizational Traits Of Healthy Church Cultures, Stephen Blandino Oct 2025

The Leadership And Organizational Traits Of Healthy Church Cultures, Stephen Blandino

Doctor of Ministry (DMin)

The leadership and organizational cultures of local churches are crucial. Over the centuries, these cultures have been shaped by various factors, from the teachings of the Apostle Paul and Apostle Peter in the New Testament to the behaviors and practices of the Catholic Church, the influence of the Reformation, and insights from modern research. This dissertation identifies ten leadership and organizational traits that have influenced the culture of New Testament, historical, and modern-day churches. These traits were used in a quantitative survey to assess their presence in contemporary churches. Based on the research, eight strategies are presented to help pastors …


An Effective And Organized Mentorship Model: Does It Affect The Emerging Leaders’ Call To Ministry And The Longevity Of The Universal Church?, Linda F. Parker Oct 2025

An Effective And Organized Mentorship Model: Does It Affect The Emerging Leaders’ Call To Ministry And The Longevity Of The Universal Church?, Linda F. Parker

Doctor of Ministry (DMin)

The concept of mentorship is undeniably a fundamental tool for personal and professional growth. Statistics show that mentorship has a vital impact on both individuals and organizations. Could having a strategic mentoring plan in ministry make a meaningful difference for individuals and the Universal Church? This dissertation has explored the effects of mentorship and models based on experiences and strategies from those who identify as ministry leaders. For the Apostle Paul, Christ's life serves as a model and example, as he states, “Follow my example, as I follow Christ” (1 Cor 11:1). These words are the exact phrase that Jesus …


Young Feminist Organizing In The State Of Yucatán, Mexico: A Case Study, Natalia Tenorio, Sonia Cruz, Esperanza Basurto, Anel Bobadilla, Paulina Márquez, Ricardo Regules Oct 2025

Young Feminist Organizing In The State Of Yucatán, Mexico: A Case Study, Natalia Tenorio, Sonia Cruz, Esperanza Basurto, Anel Bobadilla, Paulina Márquez, Ricardo Regules

Adolescents and Young People

As part of the Participatory Action Research (PAR) Study on Young Feminist Organizing in Mexico and Kenya, this case study was conducted in the Yucatán, Mexico to understand the particularities of the feminist movement and organization led by young women in this state. The case study included in-depth interviews and focus groups with representatives of feminist organizations and collectives, civil society organizations, and public institutions. These were conducted in Mérida, the capital of the state of Yucatán, as described in the methodological note.

This brief summarizes the current issues that mobilize young feminists in the state of Yucatán, their forms …


Encuentros Entre Feministas Jóvenes Organizadas Y Actores Clave: Tensiones, Financiamiento Y Supervivencia, Anel Bobadilla, Paulina Márquez, Esperanza Basurto, Natalia Tenorio, Sonia Cruz, Ricardo Regules Oct 2025

Encuentros Entre Feministas Jóvenes Organizadas Y Actores Clave: Tensiones, Financiamiento Y Supervivencia, Anel Bobadilla, Paulina Márquez, Esperanza Basurto, Natalia Tenorio, Sonia Cruz, Ricardo Regules

Adolescents and Young People

A pesar de que las mujeres jóvenes feministas son una parte importante del movimiento feminista en México, hay muy poca información escrita desde su perspectiva en torno a la relación que tienen con organizaciones más grandes, fundaciones y organizaciones donantes nacionales e internacionales, y con actoras/es clave a nivel institucional, como lo muestran los resultados de una revisión documental sobre el panorama e impacto de la organización de jóvenes feministas en México.

El objetivo de este documento es evidenciar la complejidad de las relaciones entre las organizaciones y colectivas de feministas jóvenes en México y las fundaciones y organizaciones donantes …


Ampliando El Ecosistema De Abriendo Oportunidades®: Equipando A Jóvenes Mentoras Con Habilidades Y Recursos Para Ampliar La Programación Centrada En Las Niñas En Belice, Population Council Oct 2025

Ampliando El Ecosistema De Abriendo Oportunidades®: Equipando A Jóvenes Mentoras Con Habilidades Y Recursos Para Ampliar La Programación Centrada En Las Niñas En Belice, Population Council

Adolescents and Young People

Basándose en el éxito del programa Abriendo Oportunidades® (AO®) en Guatemala, en 2014 Population Council Guatemala (PC-Guatemala) y el Consejo de Mujeres Mayas de Toledo (TMWC o Toledo Mayan Women’s Council) establecieron el programa de adolescentes de Toledo (TAG o Toledo Adolescent Girls), una iniciativa de espacios seguros que dotó a niñas indígenas y a mentoras de habilidades para la vida. El proyecto demostró que países vecinos están interesados en expandir el modelo AO®, y que el Council puede apoyar con éxito la adaptación programática para responder a las necesidades de otras comunidades indígenas en …


Changing Lives, Transforming Communities: How Young Feminist Organizations Create Change In Mexico And Kenya, Population Council Kenya Oct 2025

Changing Lives, Transforming Communities: How Young Feminist Organizations Create Change In Mexico And Kenya, Population Council Kenya

Adolescents and Young People

The Young Feminist Organizing (YFO) study was initiated in response to a call for proposals by two anonymous funders to conduct a Participatory Action Research evaluation (PARe) of young feminist movements across Kenya and Mexico. The project was implemented by the Population Council in Kenya and Mexico, with technical support from the GIRL Center, and through a Feminist Advisory Panel (FAP) and a Core Participatory Evaluation Community (Core PARe). The study's duration was 31 months, starting from September 2022 to March 2025. This end-of-project report summarizes the key findings, lessons learned, challenges encountered, mitigation strategies employed, and emerging opportunities.


La Vida Social Del Programa Abriendo Oportunidades® En Guatemala: Tres Décadas Habilitando Espacios Comunitarios Y Cívicos Para Niñas Y Mujeres Indígenas, Population Council Oct 2025

La Vida Social Del Programa Abriendo Oportunidades® En Guatemala: Tres Décadas Habilitando Espacios Comunitarios Y Cívicos Para Niñas Y Mujeres Indígenas, Population Council

Adolescents and Young People

Desde 2004, Abriendo Oportunidades® (AO®) surgió como un programa social transformador de género dirigido a niñas y mujeres jóvenes indígenas en el contexto de posguerra en Guatemala. Siguiendo un enfoque basado en evidencia y anclado en las comunidades, AO® comenzó como un programa y ha evolucionado hasta convertirse en un movimiento social. AO® ha demostrado continuamente su impacto en la reducción de la exposición de las niñas a la violencia de género y fue pionero en la educación alternativa mediante un modelo de mentoras como tutoras. Con el tiempo, AO® ha alcanzado a más …


What Do Young Feminists In Kenya Need To Thrive?, Chantalle Okondo, John Malkia, Ivy Kutswa, Ruth Juliet, Sar Kagendo, Stacie Akinyi, Gladys Jerop, Juma Damaris, Terry Owino, Jerry Okal Oct 2025

What Do Young Feminists In Kenya Need To Thrive?, Chantalle Okondo, John Malkia, Ivy Kutswa, Ruth Juliet, Sar Kagendo, Stacie Akinyi, Gladys Jerop, Juma Damaris, Terry Owino, Jerry Okal

Adolescents and Young People

The Nawiri Project used a core Participatory Action Research Evaluation (PARe) approach to explore the landscape of young feminist organizing/organizations (YFOs) in Kenya and Mexico. The project aimed to synthesize evidence on YFOs’ context, impact, and strengths. In Kenya, the core PARe team included nine young feminists and seven Feminist Advisory Panel (FAP) members, who collaborated with Population Council, Kenya from the project’s inception to dissemination. To define and measure impact, the team conducted five case studies with YFO leadership, nine focus group discussions with YFO beneficiaries, 31 key informant interviews with current and previous partners, and cost and benefit …


Tacenda Magazine, Fall 2025, Bart Johnson, Brandon Sykes, Jeff Rieber, Lajeromeny Brown, Chris Henderson, Jimmy Davis, Mario Woodward, David Riley, Marcus Williams, Sherman Collins, "N.O.", Earl Mcgahee, Demetrius Frazier, Kenny Smith, Carey Grayson, Phadp Oct 2025

Tacenda Magazine, Fall 2025, Bart Johnson, Brandon Sykes, Jeff Rieber, Lajeromeny Brown, Chris Henderson, Jimmy Davis, Mario Woodward, David Riley, Marcus Williams, Sherman Collins, "N.O.", Earl Mcgahee, Demetrius Frazier, Kenny Smith, Carey Grayson, Phadp

Writings and Photographs

From the introduction by Katie Owens-Murphy:

"This special issue of Tacenda Magazine provides a glimpse into this balance between hope and loss by focusing on the perspective of those who are directly impacted: members of PHADP who are facing—and confronting—the realities of capital punishment in Alabama."


Demographic Dynamics In Latin America (1961–2023): A Characterization Using Functional Biplots And Neutrosophic Topsis Neutrosophic Topsis, Inés Alejandra Vicencio Pardo, José Luis Vicente Villardón Oct 2025

Demographic Dynamics In Latin America (1961–2023): A Characterization Using Functional Biplots And Neutrosophic Topsis Neutrosophic Topsis, Inés Alejandra Vicencio Pardo, José Luis Vicente Villardón

Neutrosophic Sets and Systems

This study analyzes the Growth Rate behavior Demographic (TDC) of the countries Latin Americans during the period 1961–2023 through Methods Multivariate Functional and Neutrosophic TOPSIS. The techniques descriptive, grouping functional and display using Functional Biplot allowed identify curves of countries with behavior atypical (Venezuela, Uruguay, Honduras) and group countries with patterns similar in different points in the period studied. The integration of TOPSIS Neutrosophic modeled uncertainty in key factors such as policies internal, migration and access to family planning, classifying countries according to his performance demographic. The results reveal a decrease sustained TDC over 63 years in the region, with …


Predictive Modeling Of Atrial Fibrillation Using A Hybrid Multinomial-Neutrosophic Approach For Biomarker Identification, Lorenzo Cevallos-Torres, Luis Pilacuan-Bonete, Rosangela Caicedo-Quiroz, Franklin Parrales-Bravo, Eduardo Rubio-Bonito Oct 2025

Predictive Modeling Of Atrial Fibrillation Using A Hybrid Multinomial-Neutrosophic Approach For Biomarker Identification, Lorenzo Cevallos-Torres, Luis Pilacuan-Bonete, Rosangela Caicedo-Quiroz, Franklin Parrales-Bravo, Eduardo Rubio-Bonito

Neutrosophic Sets and Systems

Atrial fibrillation, characterized by chaotic rhythms and electrical complexity, presents a diagnostic challenge that requires innovative approaches to uncover its underlying biomarkers. This study proposes a hybrid predictive model based on multinomial logistic regression and neutrosophic logic, aiming to identify clinically significant patterns associated with this condition. Using the Knowledge Discovery in Databases (KDD) methodology, large volumes of cardiovascular data are analyzed to distinguish meaningful signals from background noise, revealing hidden connections and validating medical hypotheses. The implementation of the model through a digital prototype reflects a convergence of advanced statistics, artificial intelligence, and cardiovascular medicine, promoting a multidisciplinary approach. …