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Articles 421 - 450 of 55389
Full-Text Articles in Entire DC Network
Positive Psychology Interventions For Posttraumatic Stress Disorder (Ptsd) Among Earthquake Survivors In Nepal, Niusha Karki, Melissa C. Henry, Mark M. Leach
Positive Psychology Interventions For Posttraumatic Stress Disorder (Ptsd) Among Earthquake Survivors In Nepal, Niusha Karki, Melissa C. Henry, Mark M. Leach
Trauma Counseling and Resilience
Natural disasters produce both community and individual trauma; Nepal’s 2015 and 2023 earthquakes exemplify this enduring impact. Previous literature has discussed the effects of PTSD and other mental health concerns post-disasters, providing some context to the difficulties in providing counseling services to those in need. However, little is known about unique psychological, cultural, and contextual factors in Nepal and how their influence and understanding may result in modifying traditional PTSD counseling interventions found in much of the existing professional literature. The purpose of this conceptual paper is to propose a culturally responsive, strengths-based framework that integrates positive psychology interventions, positive …
Navigating Collective Trauma Following A Workplace Mass Shooting, Rebecca Cowan, Vanessa Qualls, Shari Andreasen
Navigating Collective Trauma Following A Workplace Mass Shooting, Rebecca Cowan, Vanessa Qualls, Shari Andreasen
Trauma Counseling and Resilience
Public mass shootings occur most frequently in workplace settings, yet little is known about the experiences of survivors, co-victims, and first responders of these incidents and how they cope with this shared trauma. This collective case study examined the experiences of 14 survivors, co-victims, and first responders affected by a single workplace mass shooting. Reflexive thematic analysis revealed four main themes: (1) the spectrum of suffering, (2) ripple becomes wave: the spread of trauma, (3) forgotten in recovery, and (4) the healing power of shared experience. This study offers insight into the collective nature of impact and recovery, and how …
Piracy And Patriotism: The Forces Of Resistance In Viet Nam’S Video Game Industry During The 2000s To The Early 2010s Through The Case Of 7554, Dat Vo
Rushton Journal of Undergraduate Humanities Research
This paper examines cultural resistance in Viet Nam’s video game industry through the case of 7554, the country’s first indie, first-person shooter. Piracy, normalized by economic hardship and distrust of capitalist systems, both enabled access and undermined domestic creativity. Viet Nam’s shifting intellectual property laws reflected broader balancing between socialist sovereignty and global economic integration. By situating 7554 within Viet Nam’s historical context from colonial resistance to socio-economic reforms, this study argues that piracy functioned not only as economic necessity but also as a decolonial practice shaping cultural sovereignty.
Language Attitudes Towards Drag And The Lgbtq+ As Influenced By American Theater, Kj Myke
Language Attitudes Towards Drag And The Lgbtq+ As Influenced By American Theater, Kj Myke
Rushton Journal of Undergraduate Humanities Research
This paper examines the relationship between theatrical drag portrayals and American social perception of LGBTQ+ through an analysis of drag characters in theater. This inquiry discusses whether these portrayals influence language towards LGBTQ+ in American culture. Two cases—Knock ‘Em Dead and Kinky Boots—reveal differing attitudes: one being more stereotypical and inauthentic, while the other offers more authentic nuances to queer experience. Findings indicate that the context in which shows are created heavily influences which language attitudes get adapted by the show and advertised to audiences.
Beyond Artificial Intelligence: Emerging Paradigms Redefining Scientific Publishing, Punnya V Angadi
Beyond Artificial Intelligence: Emerging Paradigms Redefining Scientific Publishing, Punnya V Angadi
Indian Journal of Health Sciences and Biomedical Research KLEU
The realm of scientific publishing is undergoing transformation owing to rapid technological advancements, shifting ethical norms, and changing expectations of funders, institutions, and the general public. While artificial intelligence (AI) has captured global attention as a disruptive force, it represents only one component of a broader and interconnected shift. This editorial puts forth the view that the true redefinition of scientific publishing lies beyond AI, driven instead by a confluence of evolving outlooks concerning transparency, reproducibility, ethics, interdisciplinarity, and societal relevance. These emerging paradigms, rather than AI alone, are fundamentally reshaping the making, evaluation, and dissemination of science. This editorial …
A Conceptual And Theoretical Framework Of Implementing An Integrated Teaching Program In Dental Education, Vasanti Lagali-Jirge, Anjana Bagewadi, Alka Kale
A Conceptual And Theoretical Framework Of Implementing An Integrated Teaching Program In Dental Education, Vasanti Lagali-Jirge, Anjana Bagewadi, Alka Kale
Indian Journal of Health Sciences and Biomedical Research KLEU
This paper describes the conceptual underpinnings and implementation process of an integrated teaching program for dental undergraduate students over a decade, incorporating diverse subjects across different years of the Bachelor of Dental Surgery (BDS) curriculum. Conceptual frameworks can help ‘illuminate and magnify’ ideas and provide a roadmap. The integration was guided by Kotter’s Change Management Model and Kern’s Six-Step Approach to curricular change. Additionally, learning theories, particularly social learning theories, were employed to enhance knowledge retention and application. This paper provides a systematic overview of the curriculum integration process and the challenges faced, offering a roadmap for other institutions.
Role Of Microteaching In Medical Education: A Narrative Review, Santosh Kumar Swain
Role Of Microteaching In Medical Education: A Narrative Review, Santosh Kumar Swain
Indian Journal of Health Sciences and Biomedical Research KLEU
Microteaching is an important tool in medical education training program. It is a pedagogical tool developed for teacher education. Effective use of audiovisual tools, presentation techniques, and lesson planning are all components of microteaching. It makes it easier to comprehend the intricacies of the educational process.Microteaching sessions can help medical teachers develop the teaching abilities they need to effectively transfer their knowledge. Now, the microteaching in medical education is practiced globally that helps teachers to enhance their teaching skills by improvement of different tasks called teaching skills. In addition to problem solving, critical thinking, and reflective teaching, microteaching benefits teachers’ …
3d-Dnn Ion-Eg Model Applications For Ionospheric Characterization Over Egypt: Mans Cors Case Study Of Vtec Variability And Nmf2/Hmf2 Mapping (2020-2024), Ismail Zaher, Zaki Zeidan, Mostafa Rabah, Mahmoud El-Mewafi
3d-Dnn Ion-Eg Model Applications For Ionospheric Characterization Over Egypt: Mans Cors Case Study Of Vtec Variability And Nmf2/Hmf2 Mapping (2020-2024), Ismail Zaher, Zaki Zeidan, Mostafa Rabah, Mahmoud El-Mewafi
Mansoura Engineering Journal
This study introduces an operational evaluation of a deep learning–driven ionospheric modeling system tailored for Egypt, designed to overcome the limitations of conventional empirical approaches in data-sparse regions. The 3D-DNN Ion-EG model was trained on 737,110 COSMIC-2 radio occultation profiles (2020–2024), integrating spatial temporal coordinates with geophysical drivers to generate high-resolution threedimensional electron density distributions. Validation against the MANS CORS station (Mansoura University) demonstrated strong predictive skill (R2 = 0.9337; r = 0.970) under independent testing. Performance analysis across diverse geophysical regimes confirmed the model’s advantage in capturing storm-time and solar-driven disturbances, surpassing empirical models that perform best only under …
Exploring The Lived Experiences Of Work-Life Balance Among Female Public School Teachers (K-12) In The Cayman Islands, Kimone P. Chambers
Exploring The Lived Experiences Of Work-Life Balance Among Female Public School Teachers (K-12) In The Cayman Islands, Kimone P. Chambers
Doctor of Education Program Dissertations
This study explored how female public-school teachers (K-12) in the Cayman Islands experienced and managed work-life balance within the intersecting contexts of gender, culture, and institutional demands. Guided by phenomenological principles and framed through role theory, the study examined how participants defined work-life balance, the challenges they encountered, and the strategies they employed to sustain equilibrium between their professional and personal responsibilities. Semi-structured interviews were conducted with female teachers across the public education system, allowing their lived experiences to inform the analysis. Findings revealed that work-life balance was perceived as a continuous process of negotiation rather than a static state. …
Effectiveness Of Homoeopathic Medicines In Reducing The Size Of Non-Specific Chronic Leg Ulcers - A Single-Arm, Prospective Observational Study, Greeshma Ik, Dastagiri P
Effectiveness Of Homoeopathic Medicines In Reducing The Size Of Non-Specific Chronic Leg Ulcers - A Single-Arm, Prospective Observational Study, Greeshma Ik, Dastagiri P
Indian Journal of Research in Homoeopathy
Background: A chronic leg ulcer (CLU) is a chronic wound of the leg that does not tend to heal easily. Venous, arterial insufficiency, diabetes mellitus, or a combination of these factors may cause pain, restricted mobility, impaired social activities, and increased personal expenses, all of which can adversely affect the quality of life. Objectives: To determine the e ectiveness of homoeopathic medicines in reducing the size of non-specific chronic leg ulcers using the Leg Ulcer Measurement Tool (LUMT) and changes in the quality of life by the Euro QoL (EQ-5D-3L) score. Materials and methods: A prospective clinical study was …
The Impact Of Strategic Social Media Guidelines In Healthcare Communication, Margaret Marie Milka Kouassi
The Impact Of Strategic Social Media Guidelines In Healthcare Communication, Margaret Marie Milka Kouassi
2025 Fall Honors Capstones Projects - Archive
This capstone project examines how hospitals can strengthen social media engagement through a structured, research-informed communication guideline. Phase One analyzed randomized hospital social media activity. and found that low engagement was often linked to unclear target audiences, inconsistent messaging, limited planning, and a lack of measurable goals. These results suggested that the issue was not whether hospitals used social media, but how strategically they used it. Phase Two built on these findings by developing and testing a Healthcare Strategic Social Media Guideline. Using applied quantitative design, the study employed two online surveys, administered before and after a two-month implementation period, …
The Feminine Way Of Campaigning: How Female Politicians Navigate Gender Bias, Jordan V. Pruitt
The Feminine Way Of Campaigning: How Female Politicians Navigate Gender Bias, Jordan V. Pruitt
2025 Fall Honors Capstones Projects - Archive
Women are rapidly taking over the world of politics, holding more elected positions than ever before. With the increase of women in politics, we begin to question how gender stereotypes and bias affect female politicians. There are numerous studies examining the public's perception of female candidates and how they are framed differently from their male opponents in the media; however, the main objective of this project is to learn how gender affects women’s campaign strategies or public personas, and how this differs from their male counterparts. Through interviews with women in locally elected positions, this study examines these issues through …
Unseen Bias: How Ai Shapes Religious Narratives In Digital Spaces, Hilman Nurjaman, Achmed Faiz Yudha Siregar, Jasmine Rizky El Yasinta
Unseen Bias: How Ai Shapes Religious Narratives In Digital Spaces, Hilman Nurjaman, Achmed Faiz Yudha Siregar, Jasmine Rizky El Yasinta
Journal Of Middle East and Islamic Studies
This study explores the role of artificial intelligence (AI) in shaping religious narratives in digital spaces, particularly on social media platforms and AI chatbots. Using sentiment analysis and qualitative content analysis, this research examines religious discourse in Indonesia, focusing on the impact of AI-driven content personalization, such as 'filter bubbles' and 'echo chambers'. The findings indicate that AI algorithms reinforce religious biases, intensifying polarization and discrimination, especially between majority and minority religious groups. The study also highlights the socio-political factors influencing these dynamics, including identity politics, historical religious tensions, and conservative social norms. This research emphasizes the need for a …
Exploring Themes In Leadership Transition At A Rural Nonprofit Community Theatre: An Accidental Research Project, Elise Lael Kieffer
Exploring Themes In Leadership Transition At A Rural Nonprofit Community Theatre: An Accidental Research Project, Elise Lael Kieffer
Journal of Nonprofit Innovation
Leadership transitions in nonprofit organizations present both challenges and opportunities, particularly in rural community-based theatres where organizational identity is often deeply connected to individual leaders. This study employs narrative inquiry, guided by the lens of Feminist Pragmatism, to explore leadership change at Playhouse in the Park, a long-standing rural community theatre in Murray, Kentucky. Through interviews, reflections, and observations, the study identifies five emergent themes shaping directors’ experiences: expectations, programming content, personality, relational expectations, and the balance between cautiousness and freedom. Findings suggest that the tensions inherent in rural nonprofit leadership transitions—rather than serving as obstacles—function as necessary forces that …
The Impact Of Work-Based Learning Experiences On Post-Secondary Readiness, Barbara A. Kain
The Impact Of Work-Based Learning Experiences On Post-Secondary Readiness, Barbara A. Kain
Student Scholarship
The primary goal of secondary education is preparing students for post-secondary success in an evolving global economy. Work-Based Learning (WBL) serves as a critical bridge between academic instruction and real-world application, yet participation rates remain low, particularly for marginalized student populations. This educational leadership project examines the impact of WBL on post-secondary readiness, addressing the disparity between federal policy mandates, such as the Carl D. Perkins Act, and actual student access.
Through a review of current literature, the project highlights the benefits of WBL regarding student persistence and economic mobility, while identifying structural barriers such as transportation and limited community …
Program Aims To Educate Next Generation Of The Space Economy, Marisa C. Atkinson
Program Aims To Educate Next Generation Of The Space Economy, Marisa C. Atkinson
University of Mississippi News
OXFORD, Miss. – The University of Mississippi School of Law is launching a new master's degree program for fall 2026 that is open to everyone across the galaxy.
Rethinking Wash: Innovative Pathways To Address Water, Health, And Poverty, Erica L. Jensen, Emma Indart, Faith Manchester, Sebastian Dorantes, Isabelle Stoddard
Rethinking Wash: Innovative Pathways To Address Water, Health, And Poverty, Erica L. Jensen, Emma Indart, Faith Manchester, Sebastian Dorantes, Isabelle Stoddard
Journal of Nonprofit Innovation
No abstract provided.
Mango Leaf Disease Detection And Classification Using A Federated Learning Based Lightweight Vision Transformer Model, Vinay Gautam, Prabhjot Kaur, Anand Muni̇ Mishra, Achyut Shankar, Laxman Singh
Mango Leaf Disease Detection And Classification Using A Federated Learning Based Lightweight Vision Transformer Model, Vinay Gautam, Prabhjot Kaur, Anand Muni̇ Mishra, Achyut Shankar, Laxman Singh
Turkish Journal of Agriculture and Forestry
The detection and management of horticultural crop diseases is crucial for enhancing productivity, reducing costs, and promoting environmentally sustainable practices. Recently, various techniques have been developed for managing crop-related issues, including leaf diseases and pest control. A centralized control approach has been implemented for disease detection. This centralized system faced significant challenges, including concerns over data privacy and the costs associated with data migration. This study addressed the problems with centralized solutions through a federated learning approach enhanced by the attention mechanism of the vision transformer (ViT). We investigated the key features of the federated learning method and propose a …
Jujubenet: A Dual-Stage Spectral Reconstruction Network For Rapid Jujube Moisture Content Estimation, Yalei Xu, Yang Li, Jing Nie, Jingbin Li
Jujubenet: A Dual-Stage Spectral Reconstruction Network For Rapid Jujube Moisture Content Estimation, Yalei Xu, Yang Li, Jing Nie, Jingbin Li
Turkish Journal of Agriculture and Forestry
Spectral analysis methods can nondestructively assess the quality of agricultural products but are limited by imaging speed and equipment costs. Therefore, they have not yet been fully integrated into engineering practices. This paper presents JujubeNet, a two-stage hyperspectral reconstruction model for detecting moisture content in jujubes. The first stage utilizes a generative pretrained Pix2Pix generative adversarial network (GAN) to generate RGB images of jujubes that mimic real camera styles and are pixel-to-pixel aligned with hyperspectral images. The second stage uses a transformer-based spectral reconstruction model to achieve hyperspectral reconstruction. Additionally, we developed a moisture content detection model based on hyperspectral …
Nurses' Implicit Bias Toward Older Adults: A Mid-Range Nursing Theory, Jennifer T. May Phd, Rn, Anp-Bc, Hanne Dolan, Jessica G. Rainbow
Nurses' Implicit Bias Toward Older Adults: A Mid-Range Nursing Theory, Jennifer T. May Phd, Rn, Anp-Bc, Hanne Dolan, Jessica G. Rainbow
Publications
This article describes the development of the Nurses' Implicit Bias Toward Older Adults Mid-Range Nursing Theory, which explains how biased care arises and affects older adults. Drawing from Pepper's contextual-development worldview, Parse's Humanbecoming Paradigm, and an emancipatory perspective, the theory integrates implicit social cognition to explain how nurses' backgrounds and unconscious processes influence clinical practice. Key "mitigation points" are identified for targeted interventions to address bias. This framework provides a foundation for future research on implicit bias in nursing, with implications for equitable health care delivery and improved older adult patient outcomes, supporting the advancement of nursing science and professional …
Second Look Commission 2025 Annual Report, Tennessee. Commission On Children And Youth.
Second Look Commission 2025 Annual Report, Tennessee. Commission On Children And Youth.
Second Look Commission Annual Report
No abstract provided.
Full Issue 19.2
Genocide Studies and Prevention: An International Journal
No abstract provided.
หลักความคาดหวังอันชอบธรรมในกฎหมายปกครอง: พัฒนาการ แนวคิดเชิงเปรียบเทียบ และบทวิเคราะห์สำหรับประเทศไทย (The Principle Of Legitimate Expectations In Administrative Law: Development, Comparative Concepts, And Analysis For Thailand), Paphanphon Paphangkornphurin
หลักความคาดหวังอันชอบธรรมในกฎหมายปกครอง: พัฒนาการ แนวคิดเชิงเปรียบเทียบ และบทวิเคราะห์สำหรับประเทศไทย (The Principle Of Legitimate Expectations In Administrative Law: Development, Comparative Concepts, And Analysis For Thailand), Paphanphon Paphangkornphurin
Chulalongkorn University Law Journal
หลักความคาดหวังอันชอบธรรมเป็นกลไกสำคัญในระบบกฎหมายปกครองสมัยใหม่ที่มุ่งคุ้มครองความไว้วางใจของประชาชนต่อการกระทำของรัฐ บทความนี้ศึกษาพัฒนาการและสาระสำคัญของหลักการดังกล่าวในระบบกฎหมายเปรียบเทียบ ได้แก่ ระบบกฎหมายเยอรมนีที่หลักความคาดหวังอันชอบธรรมได้รับการยอมรับเป็น “หลักรัฐธรรมนูญทั่วไป” ภายใต้หลักนิติรัฐ และเชื่อมโยงกับหลักความมั่นคงแน่นอนทางกฎหมายและหลักความได้สัดส่วน ในอังกฤษหลักนี้มีจุดเริ่มต้นจากแนวคิดเรื่องความเป็นธรรมในกระบวนการก่อนขยายไปสู่การคุ้มครองผลประโยชน์เชิงเนื้อหาโดยใช้หลักการถ่วงดุลกับประโยชน์สาธารณะ ส่วนประเทศอื่น เช่น ออสเตรเลีย แคนาดา โปแลนด์ อินเดีย และฝรั่งเศส ต่างมีลักษณะการปรับใช้เฉพาะที่สะท้อนเป้าหมายร่วมกันในการจำกัดอำนาจรัฐและคุ้มครองความไว้วางใจของประชาชน สำหรับประเทศไทย ศาลปกครองไทยได้วางหลักการตีความสำคัญหลายประการทั้งการคุ้มครองเชิงเนื้อหาที่รับรองฐานะทางกฎหมายแม้คำสั่งจะถูกเพิกถอนในภายหลัง การชั่งน้ำหนักระหว่างความคาดหวังส่วนบุคคลกับประโยชน์สาธารณะ การเชื่อมโยงหลักความคาดหวังอันชอบธรรมกับหลักนิติรัฐ ข้อยกเว้นกรณีประมาทเลินเล่อร้ายแรงและการปกปิดข้อเท็จจริงที่มีสาระสำคัญ อย่างไรก็ตาม การปรับใช้ยังขาดความสม่ำเสมอในสาระสำคัญของการคุ้มครองความไว้วางใจของประชาชน บทความจึงนำเสนอแนวทางการพัฒนากฎหมายปกครองไทย ทั้งการปรับปรุงกฎหมายที่มีอยู่ให้ครอบคลุมรูปแบบความคาดหวังที่หลากหลาย การพัฒนาแนวทางการตีความของศาลที่ยอมรับการคุ้มครองทั้งในเชิงกระบวนการและเชิงเนื้อหา และการสร้างกลไกทางกฎหมายใหม่ เช่น คณะกรรมการไกล่เกลี่ยข้อพิพาท อันจะนำไปสู่การพัฒนาระบบกฎหมายปกครองไทยที่เป็นธรรม โปร่งใส และสอดคล้องกับหลักนิติรัฐอย่างแท้จริง
The Art And Science Of Healing: Reframing The Healer's Mindset For The Human-Ai Era, Jen-Hung Yang
The Art And Science Of Healing: Reframing The Healer's Mindset For The Human-Ai Era, Jen-Hung Yang
Journal of Medical Education
Background: AI's expansion in medicine sharpens the tension between diagnostic science and the art of healing. AI is a complex sociotechnical system. Its integration in medicine is accelerating, yet reactive and tool-driven, which offers both opportunities and risks. AI will potentially worsen depersonalization and burnout. Objectives: The aim is to develop the guiding principles of AI to strengthen the art healing in medical education. Innovations: Healer's Mindset, inspired by Gardner's Five Minds, reframes Respectful and Ethical minds as three pillars: critical validation, a humanistic core, and discerning augmentation. These principles can help AI restore medicine's essence: fostering inquiry, faculty …
Choosing Who To Be: Teaching Ethics Through Value Conflicts And Identity Reflection, Jennifer Kwon, Hsingchi Von Bergmann
Choosing Who To Be: Teaching Ethics Through Value Conflicts And Identity Reflection, Jennifer Kwon, Hsingchi Von Bergmann
Journal of Medical Education
Background: This study introduces a reflective learning approach that combines ethical dilemmas with axiological analysis to explore how students' value hierarchies shape their professional identity formation. Moving beyond traditional frameworks such as Principlism, this approach invites learners to examine the tensions between personal and professional values, encouraging critical reflection on how their decisions relate to multiple identities and evolving professional commitments. Methods: Two open-ended ethical dilemmas were distributed via an anonymous online survey using Qualtrics. This method was intentionally chosen to elicit narrative responses from a large cohort of students while providing space for candid reflection on complex, value-laden situations. …
Evaluating Self-Efficacy In Pharm.D. And B.S. Pharmacy Programs: A Repeated Cross-Sectional Study, Jia-An Hung, Kuan-Lin Chen, Yen-Ming Huang, Li-Jiuan Shen, Fei-Yuan Hsiao, Chia-Yi Wu, Fe-Lin Lin Wu, Chi-Chuan Yeh, Shu-Wen Lin
Evaluating Self-Efficacy In Pharm.D. And B.S. Pharmacy Programs: A Repeated Cross-Sectional Study, Jia-An Hung, Kuan-Lin Chen, Yen-Ming Huang, Li-Jiuan Shen, Fei-Yuan Hsiao, Chia-Yi Wu, Fe-Lin Lin Wu, Chi-Chuan Yeh, Shu-Wen Lin
Journal of Medical Education
Background: Pharmacy education in Taiwan has shifted from a four-year Bachelor of Science (B.S.) degree to a six-year Doctor of Pharmacy (Pharm.D.) degree emphasizing patient-centered competencies. This study evaluated the self-efficacy of pharmacy students at different stages of the programs. Methods: A repeated cross-sectional survey was conducted from 2017 to 2019 at a university in Taiwan. Third- to sixth-year Pharm.D. and fourth-year B.S. students completed a validated 53-item self-efficacy scale comprising five domains. Data were analyzed using ANOVA, repeated-measures ANOVA, and Kruskal–Wallis one-way analysis to evaluate differences in students' self-efficacy scores across academic years and between different programs. Results: Among …
Expanding The Horizon Of Pocus Education: Integrating Nutritional Ultrasound Into Interprofessional Critical Care Training, Shih-Ching Lo, Chien-Wei Liu, Hsing-Chun Lin
Expanding The Horizon Of Pocus Education: Integrating Nutritional Ultrasound Into Interprofessional Critical Care Training, Shih-Ching Lo, Chien-Wei Liu, Hsing-Chun Lin
Journal of Medical Education
No abstract provided.
Microglial Expression Of Serotonin Receptors Reveals Parallel Regulation Of 5-Ht2b And Bdnf In The Rat Hippocampus, Andrei Turkin, Maria Sidorova, Ekaterina Kurilova, Natalia Alenina, Oksana Tuchina, Friederike Klempin
Microglial Expression Of Serotonin Receptors Reveals Parallel Regulation Of 5-Ht2b And Bdnf In The Rat Hippocampus, Andrei Turkin, Maria Sidorova, Ekaterina Kurilova, Natalia Alenina, Oksana Tuchina, Friederike Klempin
School of Graduate Studies Faculty Publications
Growing evidence suggests that psychiatric disorders are characterized by a prolonged inflammatory state, which may influence the efficacy of compounds targeting serotonin. Serotonin is a key signaling molecule in neuroplasticity of the adult hippocampus and involved in antidepressant action. Recent in vitro studies indicate the neurotransmitter may also facilitate the response to inflammation and potentially modulate microglial function towards neuroprotection. Using Tph2−/− rats depleted of brain serotonin, we examined microglial expression of various serotonin receptors (5-HTRs) in vivo in both the hippocampus and prefrontal cortex and assessed mRNA levels of cytokines and brain-derived neurotrophic factor (BDNF). We observed age-dependent and …
Cross-Validated Probabilistic Bayesian Bert With Semantic Embedding Fusion For Robust Text Classification, Nabil M. Abdel-Aziz, Mahmoud Ibrahim, Khalid A. Eldrandaly
Cross-Validated Probabilistic Bayesian Bert With Semantic Embedding Fusion For Robust Text Classification, Nabil M. Abdel-Aziz, Mahmoud Ibrahim, Khalid A. Eldrandaly
Sustainable Machine Intelligence Journal
Sentiment Analysis is one of the most prominent branches of natural language processing. It deals with text classification to identify the public emotions and opinions which help businesses and political institutions make strategic decisions. This study proposes a sentiment classification model by integrating the Bayesian inference into the BERT transformer model, augmented with pre-trained GloVe embeddings. The primary objective is to refine sentiment analysis performance on IMDB movie reviews dataset by leveraging BERT's contextualized embeddings and the semantic richness of GloVe vectors, while incorporating Bayesian inference for uncertainty quantification. Using both 5-fold cross-validation and solo training, the model's performance was …
The Role Of Ai In Addressing The United Nations Sustainable Development Goals (Sdgs): A Comprehensive Survey, Walid Abdullah, Muhammad Nawaz, Basma Nasir, Muhammad Javed Ramzan
The Role Of Ai In Addressing The United Nations Sustainable Development Goals (Sdgs): A Comprehensive Survey, Walid Abdullah, Muhammad Nawaz, Basma Nasir, Muhammad Javed Ramzan
Sustainable Machine Intelligence Journal
Artificial Intelligence (AI) emerges as a transformative tool in addressing global challenges, particularly in achieving the United Nations Sustainable Development Goals (SDGs). This paper provides a comprehensive survey of how AI technologies contribute to addressing global challenges across social, economic, and environmental domains. By enabling advanced data analysis, predictive modeling, and automation, AI offers innovative solutions across sectors such as poverty reduction, healthcare, quality education, sustainable cities, climate action, and the protection of life on land and below water. Special attention is given to practical, real-world examples where AI enables more efficient resource management, predictive analytics, environmental monitoring, and data-driven …